1
|
Berrell N, Sadeghirad H, Blick T, Bidgood C, Leggatt GR, O'Byrne K, Kulasinghe A. Metabolomics at the tumor microenvironment interface: Decoding cellular conversations. Med Res Rev 2024; 44:1121-1146. [PMID: 38146814 DOI: 10.1002/med.22010] [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: 09/21/2023] [Revised: 11/08/2023] [Accepted: 12/07/2023] [Indexed: 12/27/2023]
Abstract
Cancer heterogeneity remains a significant challenge for effective cancer treatments. Altered energetics is one of the hallmarks of cancer and influences tumor growth and drug resistance. Studies have shown that heterogeneity exists within the metabolic profile of tumors, and personalized-combination therapy with relevant metabolic interventions could improve patient response. Metabolomic studies are identifying novel biomarkers and therapeutic targets that have improved treatment response. The spatial location of elements in the tumor microenvironment are becoming increasingly important for understanding disease progression. The evolution of spatial metabolomics analysis now allows scientists to deeply understand how metabolite distribution contributes to cancer biology. Recently, these techniques have spatially resolved metabolite distribution to a subcellular level. It has been proposed that metabolite mapping could improve patient outcomes by improving precision medicine, enabling earlier diagnosis and intraoperatively identifying tumor margins. This review will discuss how altered metabolic pathways contribute to cancer progression and drug resistance and will explore the current capabilities of spatial metabolomics technologies and how these could be integrated into clinical practice to improve patient outcomes.
Collapse
Affiliation(s)
- Naomi Berrell
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Habib Sadeghirad
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Tony Blick
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Charles Bidgood
- APCRC-Q, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Graham R Leggatt
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Ken O'Byrne
- Princess Alexandra Hospital, Woolloongabba, Queensland, Australia
| | - Arutha Kulasinghe
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| |
Collapse
|
2
|
Barbirou M, Miller AA, Mezlini A, Bouhaouala-Zahar B, Tonellato PJ. Variant Characterization of a Representative Large Pedigree Suggests "Variant Risk Clusters" Convey Varying Predisposition of Risk to Lynch Syndrome. Cancers (Basel) 2023; 15:4074. [PMID: 37627102 PMCID: PMC10452890 DOI: 10.3390/cancers15164074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 08/09/2023] [Accepted: 08/10/2023] [Indexed: 08/27/2023] Open
Abstract
Recently, worldwide incidences of young adult aggressive colorectal cancer (CRC) have rapidly increased. Of these incidences diagnosed as familial Lynch syndrome (LS) CRC, outcomes are extremely poor. In this study, we seek novel familial germline variants from a large pedigree Tunisian family with 12 LS-affected individuals to identify putative germline variants associated with varying risk of LS. Whole-genome sequencing analysis was performed to identify known and novel germline variants shared between affected and non-affected pedigree members. SNPs, indels, and structural variants (SVs) were computationally identified, and their oncological influence was predicted using the Genetic Association of Complex Diseases and Disorders, OncoKB, and My Cancer Genome databases. Of 94 germline familial variants identified with predicted functional impact, 37 SNPs/indels were detected in 28 genes, 2 of which (MLH1 and PRH1-TAS2R14) have known association with CRC and 4 others (PPP1R13B, LAMA5, FTO, and NLRP14) have known association with non-CRC cancers. In addition, 48 of 57 identified SVs overlap with 43 genes. Three of these genes (RELN, IRS2, and FOXP1) have a known association with non-CRC digestive cancers and one (RRAS2) has a known association with non-CRC cancer. Our study identified 83 novel, predicted functionally impactful germline variants grouped in three "variant risk clusters" shared in three familiarly associated LS groups (high, intermediate and low risk). This variant characterization study demonstrates that large pedigree investigations provide important evidence supporting the hypothesis that different "variant risk clusters" can convey different mechanisms of risk and oncogenesis of LS-CRC even within the same pedigree.
Collapse
Affiliation(s)
- Mouadh Barbirou
- Circulating Tumor Cell Core Laboratory, Population Science Division, Medical Oncology Department, Medical College, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA;
- Center for Biomedical Informatics, Department of Health Management and Informatics, School of Medicine, University of Missouri, Columbia, MI 65211, USA;
- Medical School, University of Tunis El Manar, Tunis 1068, Tunisia;
| | - Amanda A. Miller
- Circulating Tumor Cell Core Laboratory, Population Science Division, Medical Oncology Department, Medical College, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA;
- Center for Biomedical Informatics, Department of Health Management and Informatics, School of Medicine, University of Missouri, Columbia, MI 65211, USA;
| | - Amel Mezlini
- Medical Oncology Division, Salah Azeiz Oncology Institute, University of Tunis El Manar, Tunis 1068, Tunisia;
| | - Balkiss Bouhaouala-Zahar
- Medical School, University of Tunis El Manar, Tunis 1068, Tunisia;
- Laboratory of Venoms and Therapeutic Biomolecules, LR16IPT08 Institute Pasteur of Tunis, University of Tunis El Manar, Tunis 1068, Tunisia
| | - Peter J. Tonellato
- Center for Biomedical Informatics, Department of Health Management and Informatics, School of Medicine, University of Missouri, Columbia, MI 65211, USA;
| |
Collapse
|
3
|
Silliman K, Spencer LH, White SJ, Roberts SB. Epigenetic and Genetic Population Structure is Coupled in a Marine Invertebrate. Genome Biol Evol 2023; 15:evad013. [PMID: 36740242 PMCID: PMC10468963 DOI: 10.1093/gbe/evad013] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 01/10/2023] [Accepted: 01/24/2023] [Indexed: 02/07/2023] Open
Abstract
Delineating the relative influence of genotype and the environment on DNA methylation is critical for characterizing the spectrum of organism fitness as driven by adaptation and phenotypic plasticity. In this study, we integrated genomic and DNA methylation data for two distinct Olympia oyster (Ostrea lurida) populations while controlling for within-generation environmental influences. In addition to providing the first characterization of genome-wide DNA methylation patterns in the oyster genus Ostrea, we identified 3,963 differentially methylated loci between populations. Our results show a clear coupling between genetic and epigenetic patterns of variation, with 27% of variation in interindividual methylation differences explained by genotype. Underlying this association are both direct genetic changes in CpGs (CpG-SNPs) and genetic variation with indirect influence on methylation (mQTLs). When comparing measures of genetic and epigenetic population divergence at specific genomic regions this relationship surprisingly breaks down, which has implications for the methods commonly used to study epigenetic and genetic coupling in marine invertebrates.
Collapse
Affiliation(s)
- Katherine Silliman
- South Carolina Department of Natural Resources, Marine Resources Research
Institute, Charleston, South Carolina
| | - Laura H Spencer
- School of Aquatic and Fishery Sciences, University of
Washington, Seattle
| | - Samuel J White
- School of Aquatic and Fishery Sciences, University of
Washington, Seattle
| | - Steven B Roberts
- School of Aquatic and Fishery Sciences, University of
Washington, Seattle
| |
Collapse
|
4
|
Sakamoto Y, Miyake S, Oka M, Kanai A, Kawai Y, Nagasawa S, Shiraishi Y, Tokunaga K, Kohno T, Seki M, Suzuki Y, Suzuki A. Phasing analysis of lung cancer genomes using a long read sequencer. Nat Commun 2022; 13:3464. [PMID: 35710642 PMCID: PMC9203510 DOI: 10.1038/s41467-022-31133-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 06/02/2022] [Indexed: 12/14/2022] Open
Abstract
Chromosomal backgrounds of cancerous mutations still remain elusive. Here, we conduct the phasing analysis of non-small cell lung cancer specimens of 20 Japanese patients. By the combinatory use of short and long read sequencing data, we obtain long phased blocks of 834 kb in N50 length with >99% concordance rate. By analyzing the obtained phasing information, we reveal that several cancer genomes harbor regions in which mutations are unevenly distributed to either of two haplotypes. Large-scale chromosomal rearrangement events, which resemble chromothripsis events but have smaller scales, occur on only one chromosome, and these events account for the observed biased distributions. Interestingly, the events are characteristic of EGFR mutation-positive lung adenocarcinomas. Further integration of long read epigenomic and transcriptomic data reveal that haploid chromosomes are not always at equivalent transcriptomic/epigenomic conditions. Distinct chromosomal backgrounds are responsible for later cancerous aberrations in a haplotype-specific manner.
Collapse
Affiliation(s)
- Yoshitaka Sakamoto
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan
| | - Shuhei Miyake
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan
| | - Miho Oka
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan
- Ono Pharmaceutical Co., Ltd, Ibaraki, Japan
| | - Akinori Kanai
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan
| | - Yosuke Kawai
- Genome Medical Science Project (Toyama), National Center for Global Health and Medicine, Tokyo, Japan
| | - Satoi Nagasawa
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan
| | - Yuichi Shiraishi
- Division of Genome Analysis Platform Development, National Cancer Center Research Institute, Tokyo, Japan
| | - Katsushi Tokunaga
- Genome Medical Science Project (Toyama), National Center for Global Health and Medicine, Tokyo, Japan
| | - Takashi Kohno
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, Japan
| | - Masahide Seki
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan
| | - Yutaka Suzuki
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan.
| | - Ayako Suzuki
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan.
| |
Collapse
|
5
|
Layton KKS, Bradbury IR. Harnessing the power of multi-omics data for predicting climate change response. J Anim Ecol 2021; 91:1064-1072. [PMID: 34679193 DOI: 10.1111/1365-2656.13619] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 10/11/2021] [Indexed: 01/19/2023]
Abstract
Predicting how species will respond to future climate change is of central importance in the midst of the global biodiversity crisis, and recent work has demonstrated the utility of population genomics for improving these predictions. Here, we suggest a broadening of the approach to include other types of genomic variants that play an important role in adaptation, like structural (e.g. copy number variants) and epigenetic variants (e.g. DNA methylation). These data could provide additional power for forecasting response, especially in weakly structured or panmictic species. Incorporating structural and epigenetic variation into estimates of climate change vulnerability, or maladaptation, may not only improve prediction power but also provide insight into the molecular mechanisms underpinning species' response to climate change.
Collapse
Affiliation(s)
- Kara K S Layton
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK
| | - Ian R Bradbury
- Northwest Atlantic Fisheries Centre, Fisheries and Oceans Canada, St. John's, Canada
| |
Collapse
|
6
|
Åsenius F, Danson AF, Marzi SJ. DNA methylation in human sperm: a systematic review. Hum Reprod Update 2021; 26:841-873. [PMID: 32790874 DOI: 10.1093/humupd/dmaa025] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 05/25/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Studies in non-human mammals suggest that environmental factors can influence spermatozoal DNA methylation, and some research suggests that spermatozoal DNA methylation is also implicated in conditions such as subfertility and imprinting disorders in the offspring. Together with an increased availability of cost-effective methods of interrogating DNA methylation, this premise has led to an increasing number of studies investigating the DNA methylation landscape of human spermatozoa. However, how the human spermatozoal DNA methylome is influenced by environmental factors is still unclear, as is the role of human spermatozoal DNA methylation in subfertility and in influencing offspring health. OBJECTIVE AND RATIONALE The aim of this systematic review was to critically appraise the quality of the current body of literature on DNA methylation in human spermatozoa, summarize current knowledge and generate recommendations for future research. SEARCH METHODS A comprehensive literature search of the PubMed, Web of Science and Cochrane Library databases was conducted using the search terms 'semen' OR 'sperm' AND 'DNA methylation'. Publications from 1 January 2003 to 2 March 2020 that studied human sperm and were written in English were included. Studies that used sperm DNA methylation to develop methodologies or forensically identify semen were excluded, as were reviews, commentaries, meta-analyses or editorial texts. The Grading of Recommendations, Assessment, Development and Evaluations (GRADE) criteria were used to objectively evaluate quality of evidence in each included publication. OUTCOMES The search identified 446 records, of which 135 were included in the systematic review. These 135 studies were divided into three groups according to area of research; 56 studies investigated the influence of spermatozoal DNA methylation on male fertility and abnormal semen parameters, 20 studies investigated spermatozoal DNA methylation in pregnancy outcomes including offspring health and 59 studies assessed the influence of environmental factors on spermatozoal DNA methylation. Findings from studies that scored as 'high' and 'moderate' quality of evidence according to GRADE criteria were summarized. We found that male subfertility and abnormal semen parameters, in particular oligozoospermia, appear to be associated with abnormal spermatozoal DNA methylation of imprinted regions. However, no specific DNA methylation signature of either subfertility or abnormal semen parameters has been convincingly replicated in genome-scale, unbiased analyses. Furthermore, although findings require independent replication, current evidence suggests that the spermatozoal DNA methylome is influenced by cigarette smoking, advanced age and environmental pollutants. Importantly however, from a clinical point of view, there is no convincing evidence that changes in spermatozoal DNA methylation influence pregnancy outcomes or offspring health. WIDER IMPLICATIONS Although it appears that the human sperm DNA methylome can be influenced by certain environmental and physiological traits, no findings have been robustly replicated between studies. We have generated a set of recommendations that would enhance the reliability and robustness of findings of future analyses of the human sperm methylome. Such studies will likely require multicentre collaborations to reach appropriate sample sizes, and should incorporate phenotype data in more complex statistical models.
Collapse
Affiliation(s)
| | - Amy F Danson
- German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Sarah J Marzi
- UK Dementia Research Institute, Imperial College London, London W12 0NN, UK.,Department of Brain Sciences, Imperial College London, London, UK
| |
Collapse
|
7
|
Srancikova A, Bacova Z, Bakos J. The epigenetic regulation of synaptic genes contributes to the etiology of autism. Rev Neurosci 2021; 32:791-802. [PMID: 33939901 DOI: 10.1515/revneuro-2021-0014] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 04/12/2021] [Indexed: 12/30/2022]
Abstract
Epigenetic mechanisms greatly affect the developing brain, as well as the maturation of synapses with pervasive, long-lasting consequences on behavior in adults. Substantial evidence exists that implicates dysregulation of epigenetic mechanisms in the etiology of neurodevelopmental disorders. Therefore, this review explains the role of enzymes involved in DNA methylation and demethylation in neurodevelopment by emphasizing changes of synaptic genes and proteins. Epigenetic causes of sex-dependent differences in the brain are analyzed in conjunction with the pathophysiology of autism spectrum disorders. Special attention is devoted to the epigenetic regulation of the melanoma-associated antigen-like gene 2 (MAGEL2) found in Prader-Willi syndrome, which is known to be accompanied by autistic symptoms.
Collapse
Affiliation(s)
- Annamaria Srancikova
- Institute of Experimental Endocrinology, Biomedical Research Center, Slovak Academy of Sciences, Dubravska cesta 9, 845 05 Bratislava, Slovakia
| | - Zuzana Bacova
- Institute of Experimental Endocrinology, Biomedical Research Center, Slovak Academy of Sciences, Dubravska cesta 9, 845 05 Bratislava, Slovakia
| | - Jan Bakos
- Institute of Experimental Endocrinology, Biomedical Research Center, Slovak Academy of Sciences, Dubravska cesta 9, 845 05 Bratislava, Slovakia
- Institute of Physiology, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| |
Collapse
|
8
|
Kumar S, Harmanci A, Vytheeswaran J, Gerstein MB. SVFX: a machine learning framework to quantify the pathogenicity of structural variants. Genome Biol 2020; 21:274. [PMID: 33168059 PMCID: PMC7650198 DOI: 10.1186/s13059-020-02178-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Accepted: 10/12/2020] [Indexed: 02/07/2023] Open
Abstract
There is a lack of approaches for identifying pathogenic genomic structural variants (SVs) although they play a crucial role in many diseases. We present a mechanism-agnostic machine learning-based workflow, called SVFX, to assign pathogenicity scores to somatic and germline SVs. In particular, we generate somatic and germline training models, which include genomic, epigenomic, and conservation-based features, for SV call sets in diseased and healthy individuals. We then apply SVFX to SVs in cancer and other diseases; SVFX achieves high accuracy in identifying pathogenic SVs. Predicted pathogenic SVs in cancer cohorts are enriched among known cancer genes and many cancer-related pathways.
Collapse
Affiliation(s)
- Sushant Kumar
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, 06520, USA
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, 06520, USA
| | - Arif Harmanci
- Center for Precision Health, School of Biomedical Informatics, University of Texas Health Science Center, Houston, TX, 77030, USA
| | - Jagath Vytheeswaran
- Department of Computing and Mathematical Sciences, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Mark B Gerstein
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, 06520, USA.
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, 06520, USA.
- Department of Computer Science, Yale University, 260/266 Whitney Avenue, PO Box 208114, New Haven, CT, 06520, USA.
| |
Collapse
|
9
|
Shi X, Radhakrishnan S, Wen J, Chen JY, Chen J, Lam BA, Mills RE, Stranger BE, Lee C, Setlur SR. Association of CNVs with methylation variation. NPJ Genom Med 2020; 5:41. [PMID: 33062306 PMCID: PMC7519119 DOI: 10.1038/s41525-020-00145-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Accepted: 08/04/2020] [Indexed: 12/03/2022] Open
Abstract
Germline copy number variants (CNVs) and single-nucleotide polymorphisms (SNPs) form the basis of inter-individual genetic variation. Although the phenotypic effects of SNPs have been extensively investigated, the effects of CNVs is relatively less understood. To better characterize mechanisms by which CNVs affect cellular phenotype, we tested their association with variable CpG methylation in a genome-wide manner. Using paired CNV and methylation data from the 1000 genomes and HapMap projects, we identified genome-wide associations by methylation quantitative trait locus (mQTL) analysis. We found individual CNVs being associated with methylation of multiple CpGs and vice versa. CNV-associated methylation changes were correlated with gene expression. CNV-mQTLs were enriched for regulatory regions, transcription factor-binding sites (TFBSs), and were involved in long-range physical interactions with associated CpGs. Some CNV-mQTLs were associated with methylation of imprinted genes. Several CNV-mQTLs and/or associated genes were among those previously reported by genome-wide association studies (GWASs). We demonstrate that germline CNVs in the genome are associated with CpG methylation. Our findings suggest that structural variation together with methylation may affect cellular phenotype.
Collapse
Affiliation(s)
- Xinghua Shi
- Department of Bioinformatics and Genomics, College of Computing and Informatics, University of North Carolina, Charlotte, North Carolina 28223 USA.,Present Address: Department of Computer and Information Sciences, College of Science and Technology, Temple University, Philadelphia, Pennsylvania 19122 USA
| | - Saranya Radhakrishnan
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115 USA
| | - Jia Wen
- Department of Bioinformatics and Genomics, College of Computing and Informatics, University of North Carolina, Charlotte, North Carolina 28223 USA
| | - Jin Yun Chen
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115 USA
| | - Junjie Chen
- Department of Bioinformatics and Genomics, College of Computing and Informatics, University of North Carolina, Charlotte, North Carolina 28223 USA.,Present Address: Department of Computer and Information Sciences, College of Science and Technology, Temple University, Philadelphia, Pennsylvania 19122 USA
| | - Brianna Ashlyn Lam
- Department of Bioinformatics and Genomics, College of Computing and Informatics, University of North Carolina, Charlotte, North Carolina 28223 USA
| | - Ryan E Mills
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan 48109 USA
| | - Barbara E Stranger
- Department of Pharmacology, Northwestern University, Chicago, Illinois 60611 USA
| | - Charles Lee
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut 06032 USA.,Department of Life Sciences, Ewha Womans University, Seoul, 03760 South Korea.,Precision Medicine Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061 Shaanxi China
| | - Sunita R Setlur
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115 USA
| |
Collapse
|
10
|
Kiefer H, Perrier JP. DNA methylation in bull spermatozoa: evolutionary impacts, interindividual variability, and contribution to the embryo. CANADIAN JOURNAL OF ANIMAL SCIENCE 2020. [DOI: 10.1139/cjas-2019-0071] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The DNA methylome of spermatozoa results from a unique epigenetic reprogramming crucial for chromatin compaction and the protection of the paternal genetic heritage. Although bull semen is widely used for artificial insemination (AI), little is known about the sperm epigenome in cattle. The purpose of this review is to synthetize recent work on the bull sperm methylome in light of the knowledge accumulated in humans and model species. We will address sperm-specific DNA methylation features and their potential evolutionary impacts, with particular emphasis on hypomethylated regions and repetitive elements. We will review recent examples of interindividual variability and intra-individual plasticity of the bull sperm methylome as related to fertility and age, respectively. Finally, we will address paternal methylome reprogramming after fertilization, as well as the mechanisms potentially involved in epigenetic inheritance, and provide some examples of disturbances that alter the dynamics of reprogramming in cattle. Because the selection of AI bulls is closely based on their genotypes, we will also discuss the complex interplay between sequence polymorphism and DNA methylation, which represents both a difficulty in addressing the role of DNA methylation in shaping phenotypes and an opportunity to better understand genome plasticity.
Collapse
Affiliation(s)
- Hélène Kiefer
- UMR BDR, INRA, ENVA, Université Paris Saclay, 78350 Jouy en-Josas, France
- UMR BDR, INRA, ENVA, Université Paris Saclay, 78350 Jouy en-Josas, France
| | - Jean-Philippe Perrier
- UMR BDR, INRA, ENVA, Université Paris Saclay, 78350 Jouy en-Josas, France
- UMR BDR, INRA, ENVA, Université Paris Saclay, 78350 Jouy en-Josas, France
| |
Collapse
|
11
|
Multi-omics data analysis implicating epigenetic inheritance in evolution and disease. Biochim Biophys Acta Gen Subj 2019; 1864:129477. [PMID: 31734462 DOI: 10.1016/j.bbagen.2019.129477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Revised: 11/06/2019] [Accepted: 11/07/2019] [Indexed: 10/25/2022]
|
12
|
Guo K, Elzinga S, Eid S, Figueroa-Romero C, Hinder LM, Pacut C, Feldman EL, Hur J. Genome-wide DNA methylation profiling of human diabetic peripheral neuropathy in subjects with type 2 diabetes mellitus. Epigenetics 2019; 14:766-779. [PMID: 31132961 PMCID: PMC6615525 DOI: 10.1080/15592294.2019.1615352] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
DNA methylation is an epigenetic mechanism important for the regulation of gene expression, which plays a vital role in the interaction between genetic and environmental factors. Aberrant epigenetic changes are implicated in the pathogenesis of diabetes and diabetic complications, but the role of DNA methylation in diabetic peripheral neuropathy (DPN) is not well understood. Therefore, our aim in this study was to explore the role of DNA methylation in the progression of DPN in type 2 diabetes. We compared genome-wide DNA methylation profiles of human sural nerve biopsies from subjects with stable or improving nerve fibre counts to biopsies from subjects with progressive loss of nerve fibres. Nerve fibre counts were determined by comparing myelinated nerve fibre densities between an initial and repeat biopsy separated by 52 weeks. Subjects with significant nerve regeneration (regenerators) and subjects with significant nerve degeneration (degenerators) represent the two extreme DPN phenotypes. Using reduced representation bisulfite sequencing, we identified 3,460 differentially methylated CpG dinucleotides between the two groups. The genes associated with differentially methylated CpGs were highly enriched in biological processes that have previously been implicated in DPN such as nervous system development, neuron development, and axon guidance, as well as glycerophospholipid metabolism and mitogen-activated protein kinase (MAPK) signalling. These findings are the first to provide a comprehensive analysis of DNA methylation profiling in human sural nerves of subjects with DPN and suggest that epigenetic regulation has an important role in the progression of this prevalent diabetic complication.
Collapse
Affiliation(s)
- Kai Guo
- a Department of Biomedical Sciences, School of Medicine and Health Sciences , University of North Dakota , Grand Forks , ND , USA
| | - Sarah Elzinga
- b Department of Neurology, School of Medicine , University of Michigan , Ann Arbor , MI , USA
| | - Stephanie Eid
- b Department of Neurology, School of Medicine , University of Michigan , Ann Arbor , MI , USA
| | - Claudia Figueroa-Romero
- b Department of Neurology, School of Medicine , University of Michigan , Ann Arbor , MI , USA
| | - Lucy M Hinder
- b Department of Neurology, School of Medicine , University of Michigan , Ann Arbor , MI , USA
| | - Crystal Pacut
- b Department of Neurology, School of Medicine , University of Michigan , Ann Arbor , MI , USA
| | - Eva L Feldman
- b Department of Neurology, School of Medicine , University of Michigan , Ann Arbor , MI , USA
| | - Junguk Hur
- a Department of Biomedical Sciences, School of Medicine and Health Sciences , University of North Dakota , Grand Forks , ND , USA
| |
Collapse
|
13
|
Nguyen KV. Potential epigenomic co-management in rare diseases and epigenetic therapy. NUCLEOSIDES NUCLEOTIDES & NUCLEIC ACIDS 2019; 38:752-780. [PMID: 31079569 DOI: 10.1080/15257770.2019.1594893] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The purpose of this review is to highlight the impact of the alternative splicing process on human disease. Epigenetic regulation determines not only what parts of the genome are expressed but also how they are spliced. The recent progress in the field of epigenetics has important implications for the study of rare diseases. The role of epigenetics in rare diseases is a key issue in molecular physiology and medicine because not only rare diseases can benefit from epigenetic research, but can also provide useful principles for other common and complex disorders such as cancer, cardiovascular, type 2 diabetes, obesity, and neurological diseases. Predominantly, epigenetic modifications include DNA methylation, histone modification, and RNA-associated silencing. These modifications in the genome regulate numerous cellular activities. Disruption of epigenetic regulation process can contribute to the etiology of numerous diseases during both prenatal and postnatal life. Here, I discuss current knowledge about this matter including some current epigenetic therapies and future directions in the field by emphasizing on the RNA-based therapy via antisense oligonucleotides to correct splicing defects.
Collapse
Affiliation(s)
- Khue Vu Nguyen
- a Department of Medicine, Biochemical Genetics and Metabolism, The Mitochondrial and Metabolic Disease Center, School of Medicine, University of California, San Diego , San Diego , CA , USA.,b Department of Pediatrics, UC San Diego School of Medicine , La Jolla , CA , USA
| |
Collapse
|
14
|
Cheng Y, Li Z, Manupipatpong S, Lin L, Li X, Xu T, Jiang YH, Shu Q, Wu H, Jin P. 5-Hydroxymethylcytosine alterations in the human postmortem brains of autism spectrum disorder. Hum Mol Genet 2018; 27:2955-2964. [PMID: 29790956 PMCID: PMC6097011 DOI: 10.1093/hmg/ddy193] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Revised: 05/13/2018] [Accepted: 05/14/2018] [Indexed: 12/26/2022] Open
Abstract
Autism spectrum disorders (ASDs) include a group of syndromes characterized by impaired language, social and communication skills, in addition to restrictive behaviors or stereotypes. However, with a prevalence of 1.5% in developed countries and high comorbidity rates, no clear underlying mechanism that unifies the heterogeneous phenotypes of ASD exists. 5-hydroxymethylcytosine (5hmC) is highly enriched in the brain and recognized as an essential epigenetic mark in developmental and brain disorders. To explore the role of 5hmC in ASD, we used the genomic DNA isolated from the postmortem cerebellum of both ASD patients and age-matched controls to profile genome-wide distribution of 5hmC. We identified 797 age-dependent differentially hydroxymethylated regions (DhMRs) in the young group (age ≤ 18), while no significant DhMR was identified in the groups over 18 years of age. Pathway and disease association analyses demonstrated that the intragenic DhMRs were in the genes involved in cell-cell communication and neurological disorders. Also, we saw significant 5hmC changes in the larger group of psychiatric genes. Interestingly, we found that the predicted cis functions of non-coding intergenic DhMRs strikingly associate with ASD and intellectual disorders. A significant fraction of intergenic DhMRs overlapped with topologically associating domains. These results together suggest that 5hmC alteration is associated with ASD, particularly in the early development stage, and could contribute to the pathogenesis of ASD.
Collapse
Affiliation(s)
- Ying Cheng
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Ziyi Li
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA
| | - Sasicha Manupipatpong
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Li Lin
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Xuekun Li
- The Children’s Hospital and Institute of Translational Medicine, School of Medicine, Zhejiang University, Hangzhou 310029, China
| | - Tianlei Xu
- Department of Mathematics and Computer Science, Emory University, Atlanta, GA 30322, USA
| | - Yong-Hui Jiang
- Department of Pediatrics, University Program in Genetics and Genomics, Duke University School of Medicine, Durham, NC 27710, USA
- Department of Neurobiology, University Program in Genetics and Genomics, Duke University School of Medicine, Durham, NC 27710, USA
| | - Qiang Shu
- The Children’s Hospital and Institute of Translational Medicine, School of Medicine, Zhejiang University, Hangzhou 310029, China
| | - Hao Wu
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA
| | - Peng Jin
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322, USA
| |
Collapse
|
15
|
Yi K, Ju YS. Patterns and mechanisms of structural variations in human cancer. Exp Mol Med 2018; 50:1-11. [PMID: 30089796 PMCID: PMC6082854 DOI: 10.1038/s12276-018-0112-3] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2017] [Accepted: 12/29/2017] [Indexed: 12/16/2022] Open
Abstract
Next-generation sequencing technology has enabled the comprehensive detection of genomic alterations in human somatic cells, including point mutations, chromosomal rearrangements, and structural variations (SVs). Using sophisticated bioinformatics algorithms, unbiased catalogs of SVs are emerging from thousands of human cancer genomes for the first time. Via careful examination of SV breakpoints at single-nucleotide resolution as well as local DNA copy number changes, diverse patterns of genomic rearrangements are being revealed. These "SV signatures" provide deep insight into the mutational processes that have shaped genome changes in human somatic cells. This review summarizes the characteristics of recently identified complex SVs, including chromothripsis, chromoplexy, microhomology-mediated breakage-induced replication (MMBIR), and others, to provide a holistic snapshot of the current knowledge on genomic rearrangements in somatic cells.
Collapse
Affiliation(s)
- Kijong Yi
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, 34141, Korea
| | - Young Seok Ju
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, 34141, Korea.
| |
Collapse
|
16
|
Lazar NH, Nevonen KA, O'Connell B, McCann C, O'Neill RJ, Green RE, Meyer TJ, Okhovat M, Carbone L. Epigenetic maintenance of topological domains in the highly rearranged gibbon genome. Genome Res 2018; 28:983-997. [PMID: 29914971 PMCID: PMC6028127 DOI: 10.1101/gr.233874.117] [Citation(s) in RCA: 65] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Accepted: 06/01/2018] [Indexed: 12/27/2022]
Abstract
The relationship between evolutionary genome remodeling and the three-dimensional structure of the genome remain largely unexplored. Here, we use the heavily rearranged gibbon genome to examine how evolutionary chromosomal rearrangements impact genome-wide chromatin interactions, topologically associating domains (TADs), and their epigenetic landscape. We use high-resolution maps of gibbon–human breaks of synteny (BOS), apply Hi-C in gibbon, measure an array of epigenetic features, and perform cross-species comparisons. We find that gibbon rearrangements occur at TAD boundaries, independent of the parameters used to identify TADs. This overlap is supported by a remarkable genetic and epigenetic similarity between BOS and TAD boundaries, namely presence of CpG islands and SINE elements, and enrichment in CTCF and H3K4me3 binding. Cross-species comparisons reveal that regions orthologous to BOS also correspond with boundaries of large (400–600 kb) TADs in human and other mammalian species. The colocalization of rearrangement breakpoints and TAD boundaries may be due to higher chromatin fragility at these locations and/or increased selective pressure against rearrangements that disrupt TAD integrity. We also examine the small portion of BOS that did not overlap with TAD boundaries and gave rise to novel TADs in the gibbon genome. We postulate that these new TADs generally lack deleterious consequences. Last, we show that limited epigenetic homogenization occurs across breakpoints, irrespective of their time of occurrence in the gibbon lineage. Overall, our findings demonstrate remarkable conservation of chromatin interactions and epigenetic landscape in gibbons, in spite of extensive genomic shuffling.
Collapse
Affiliation(s)
- Nathan H Lazar
- Bioinformatics and Computational Biology Division, Department of Medical Informatics and Clinical Epidemiology, Oregon Health and Science University, Portland, Oregon 97239, USA
| | - Kimberly A Nevonen
- Department of Medicine, Knight Cardiovascular Institute, Oregon Health and Science University, Portland, Oregon 97239, USA
| | - Brendan O'Connell
- Department of Biomolecular Engineering, University of California, Santa Cruz, California 95064, USA
| | - Christine McCann
- Institute for Systems Genomics, University of Connecticut, Storrs, Connecticut 06269, USA.,Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut 06269, USA
| | - Rachel J O'Neill
- Institute for Systems Genomics, University of Connecticut, Storrs, Connecticut 06269, USA.,Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut 06269, USA
| | - Richard E Green
- Department of Biomolecular Engineering, University of California, Santa Cruz, California 95064, USA
| | - Thomas J Meyer
- Bioinformatics and Computational Biology Division, Department of Medical Informatics and Clinical Epidemiology, Oregon Health and Science University, Portland, Oregon 97239, USA
| | - Mariam Okhovat
- Department of Medicine, Knight Cardiovascular Institute, Oregon Health and Science University, Portland, Oregon 97239, USA
| | - Lucia Carbone
- Bioinformatics and Computational Biology Division, Department of Medical Informatics and Clinical Epidemiology, Oregon Health and Science University, Portland, Oregon 97239, USA.,Department of Medicine, Knight Cardiovascular Institute, Oregon Health and Science University, Portland, Oregon 97239, USA.,Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, Oregon 97239, USA.,Oregon National Primate Research Center, Beaverton, Oregon 97006, USA
| |
Collapse
|
17
|
Perrier JP, Sellem E, Prézelin A, Gasselin M, Jouneau L, Piumi F, Al Adhami H, Weber M, Fritz S, Boichard D, Le Danvic C, Schibler L, Jammes H, Kiefer H. A multi-scale analysis of bull sperm methylome revealed both species peculiarities and conserved tissue-specific features. BMC Genomics 2018; 19:404. [PMID: 29843609 PMCID: PMC5975405 DOI: 10.1186/s12864-018-4764-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Accepted: 05/07/2018] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Spermatozoa have a remarkable epigenome in line with their degree of specialization, their unique nature and different requirements for successful fertilization. Accordingly, perturbations in the establishment of DNA methylation patterns during male germ cell differentiation have been associated with infertility in several species. While bull semen is widely used in artificial insemination, the literature describing DNA methylation in bull spermatozoa is still scarce. The purpose of this study was therefore to characterize the bull sperm methylome relative to both bovine somatic cells and the sperm of other mammals through a multiscale analysis. RESULTS The quantification of DNA methylation at CCGG sites using luminometric methylation assay (LUMA) highlighted the undermethylation of bull sperm compared to the sperm of rams, stallions, mice, goats and men. Total blood cells displayed a similarly high level of methylation in bulls and rams, suggesting that undermethylation of the bovine genome was specific to sperm. Annotation of CCGG sites in different species revealed no striking bias in the distribution of genome features targeted by LUMA that could explain undermethylation of bull sperm. To map DNA methylation at a genome-wide scale, bull sperm was compared with bovine liver, fibroblasts and monocytes using reduced representation bisulfite sequencing (RRBS) and immunoprecipitation of methylated DNA followed by microarray hybridization (MeDIP-chip). These two methods exhibited differences in terms of genome coverage, and consistently, two independent sets of sequences differentially methylated in sperm and somatic cells were identified for RRBS and MeDIP-chip. Remarkably, in the two sets most of the differentially methylated sequences were hypomethylated in sperm. In agreement with previous studies in other species, the sequences that were specifically hypomethylated in bull sperm targeted processes relevant to the germline differentiation program (piRNA metabolism, meiosis, spermatogenesis) and sperm functions (cell adhesion, fertilization), as well as satellites and rDNA repeats. CONCLUSIONS These results highlight the undermethylation of bull spermatozoa when compared with both bovine somatic cells and the sperm of other mammals, and raise questions regarding the dynamics of DNA methylation in bovine male germline. Whether sperm undermethylation has potential interactions with structural variation in the cattle genome may deserve further attention.
Collapse
Affiliation(s)
- Jean-Philippe Perrier
- UMR BDR, INRA, ENVA, Université Paris Saclay, 78350 Jouy en Josas, France
- Present Address: Laboratory of Animal Reproduction, Department of Biological Sciences, Faculty of Science and Engineering, University of Limerick, Limerick, Ireland
| | - Eli Sellem
- UMR BDR, INRA, ENVA, Université Paris Saclay, 78350 Jouy en Josas, France
- ALLICE, 149 rue de Bercy, 75012 Paris, France
| | - Audrey Prézelin
- UMR BDR, INRA, ENVA, Université Paris Saclay, 78350 Jouy en Josas, France
| | - Maxime Gasselin
- UMR BDR, INRA, ENVA, Université Paris Saclay, 78350 Jouy en Josas, France
| | - Luc Jouneau
- UMR BDR, INRA, ENVA, Université Paris Saclay, 78350 Jouy en Josas, France
| | - François Piumi
- UMR BDR, INRA, ENVA, Université Paris Saclay, 78350 Jouy en Josas, France
- Present Address: Institut Curie, PSL Research University, CNRS, UMR3664, 75005 Paris, France
- Present Address: Sorbonne Universités, UPMC Univ Paris 06, CNRS, UMR3664, 75005 Paris, France
| | - Hala Al Adhami
- UMR BDR, INRA, ENVA, Université Paris Saclay, 78350 Jouy en Josas, France
- CNRS, Université de Strasbourg, UMR7242 Biotechnologie et signalisation cellulaire, 300 bd Sébastien Brant, 67412 Illkirch cedex, France
| | - Michaël Weber
- CNRS, Université de Strasbourg, UMR7242 Biotechnologie et signalisation cellulaire, 300 bd Sébastien Brant, 67412 Illkirch cedex, France
| | - Sébastien Fritz
- ALLICE, 149 rue de Bercy, 75012 Paris, France
- UMR GABI, INRA, AgroParisTech, Université Paris Saclay, 78350 Jouy en Josas, France
| | - Didier Boichard
- UMR GABI, INRA, AgroParisTech, Université Paris Saclay, 78350 Jouy en Josas, France
| | - Chrystelle Le Danvic
- ALLICE, 149 rue de Bercy, 75012 Paris, France
- UMR CNRS/USTL 8576, UGSF, Villeneuve D’Ascq, France
| | | | - Hélène Jammes
- UMR BDR, INRA, ENVA, Université Paris Saclay, 78350 Jouy en Josas, France
| | - Hélène Kiefer
- UMR BDR, INRA, ENVA, Université Paris Saclay, 78350 Jouy en Josas, France
| |
Collapse
|
18
|
Du L, Sun W, Li XM, Li XY, Liu W, Chen D. DNA methylation and copy number variation analyses of human embryonic stem cell-derived neuroprogenitors after low-dose decabromodiphenyl ether and/or bisphenol A exposure. Hum Exp Toxicol 2018; 37:475-485. [PMID: 28597690 DOI: 10.1177/0960327117710535] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
The polybrominated diphenyl ether flame retardants decabromodiphenyl ether (BDE-209) and bisphenol A (BPA) are environmental contaminants that can cross the placenta and exert toxicity in the developing fetal nervous system. Copy number variants (CNVs) play a role in a number of genetic disorders and may be implicated in BDE-209/BPA teratogenicity. In this study, we found that BDE-209 and/or BPA exposure decreased neural differentiation efficiency of human embryonic stem cells (hESCs), although there was a >90% induction of neuronal progenitor cells (NPCs) from exposed hESCs. However, the mean of CNV numbers in the NPCs with BDE-209 + BPA treatment was significantly higher compared to the other groups, whereas DNA methylation was lower and DNA methyltransferase(DNMT1 and DNMT3A) expression were significantly decreased in all of the BDE-209 and/or BPA treatment groups compared with the control groups. The number of CNVs in chromosomes 3, 4, 11, 22, and X in NPCs with BDE-209 and/or BPA exposure was higher compared to the control group. In addition, CNVs in chromosomes 7, 8, 14, and 16 were stable in hESCs and hESCs-derived NPCs irrespective of BDE-209/BPA exposure, and CNVs in chromosomes 20 q11.21 and 16 p13.11 might be induced by neural differentiation. Thus, BDE-209/BPA exposure emerges as a potential source of CNVs distinct from neural differentiation by itself. BDE-209 and/or BPA exposure may cause genomic instability in cultured stem cells via reduced activity of DNA methyltransferase, suggesting a new mechanism of human embryonic neurodevelopmental toxicity caused by this class of environmental toxins.
Collapse
Affiliation(s)
- L Du
- 1 The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, People's Republic of China
- 2 Key Laboratory for Major Obstetric Diseases of Guangdong Province, Guangzhou, People's Republic of China
- 3 Key Laboratory of Reproduction and Genetics of Guangdong Higher Education Institutes, Guangzhou, People's Republic of China
| | - W Sun
- 1 The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, People's Republic of China
| | - X M Li
- 1 The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, People's Republic of China
| | - X Y Li
- 1 The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, People's Republic of China
| | - W Liu
- 1 The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, People's Republic of China
- 2 Key Laboratory for Major Obstetric Diseases of Guangdong Province, Guangzhou, People's Republic of China
- 3 Key Laboratory of Reproduction and Genetics of Guangdong Higher Education Institutes, Guangzhou, People's Republic of China
| | - D Chen
- 1 The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, People's Republic of China
- 2 Key Laboratory for Major Obstetric Diseases of Guangdong Province, Guangzhou, People's Republic of China
- 3 Key Laboratory of Reproduction and Genetics of Guangdong Higher Education Institutes, Guangzhou, People's Republic of China
| |
Collapse
|
19
|
da Silva VH, Laine VN, Bosse M, Oers KV, Dibbits B, Visser ME, M A Crooijmans RP, Groenen MAM. CNVs are associated with genomic architecture in a songbird. BMC Genomics 2018; 19:195. [PMID: 29703149 PMCID: PMC6389189 DOI: 10.1186/s12864-018-4577-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Accepted: 03/02/2018] [Indexed: 12/11/2022] Open
Abstract
Background Understanding variation in genome structure is essential to understand phenotypic differences within populations and the evolutionary history of species. A promising form of this structural variation is copy number variation (CNV). CNVs can be generated by different recombination mechanisms, such as non-allelic homologous recombination, that rely on specific characteristics of the genome architecture. These structural variants can therefore be more abundant at particular genes ultimately leading to variation in phenotypes under selection. Detailed characterization of CNVs therefore can reveal evolutionary footprints of selection and provide insight in their contribution to phenotypic variation in wild populations. Results Here we use genotypic data from a long-term population of great tits (Parus major), a widely studied passerine bird in ecology and evolution, to detect CNVs and identify genomic features prevailing within these regions. We used allele intensities and frequencies from high-density SNP array data from 2,175 birds. We detected 41,029 CNVs concatenated into 8,008 distinct CNV regions (CNVRs). We successfully validated 93.75% of the CNVs tested by qPCR, which were sampled at different frequencies and sizes. A mother-daughter family structure allowed for the evaluation of the inheritance of a number of these CNVs. Thereby, only CNVs with 40 probes or more display segregation in accordance with Mendelian inheritance, suggesting a high rate of false negative calls for smaller CNVs. As CNVRs are a coarse-grained map of CNV loci, we also inferred the frequency of coincident CNV start and end breakpoints. We observed frequency-dependent enrichment of these breakpoints at homologous regions, CpG sites and AT-rich intervals. A gene ontology enrichment analyses showed that CNVs are enriched in genes underpinning neural, cardiac and ion transport pathways. Conclusion Great tit CNVs are present in almost half of the genes and prominent at repetitive-homologous and regulatory regions. Although overlapping genes under selection, the high number of false negatives make neutrality or association tests on CNVs detected here difficult. Therefore, CNVs should be further addressed in the light of their false negative rate and architecture to improve the comprehension of their association with phenotypes and evolutionary history. Electronic supplementary material The online version of this article (10.1186/s12864-018-4577-1) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Vinicius H da Silva
- Animal Breeding and Genomics Centre, Wageningen University & Research, Droevendaalsesteeg 1, Wageningen, 6708PB, The Netherlands. .,Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10, Wageningen, 6708PB, The Netherlands.
| | - Veronika N Laine
- Animal Breeding and Genomics Centre, Wageningen University & Research, Droevendaalsesteeg 1, Wageningen, 6708PB, The Netherlands.,Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10, Wageningen, 6708PB, The Netherlands.,Swedish University of Agricultural Sciences (SLU), Ulls väg 26, Uppsala, 750 07, Sweden
| | - Mirte Bosse
- Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10, Wageningen, 6708PB, The Netherlands
| | - Kees van Oers
- Animal Breeding and Genomics Centre, Wageningen University & Research, Droevendaalsesteeg 1, Wageningen, 6708PB, The Netherlands
| | - Bert Dibbits
- Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10, Wageningen, 6708PB, The Netherlands
| | - Marcel E Visser
- Animal Breeding and Genomics Centre, Wageningen University & Research, Droevendaalsesteeg 1, Wageningen, 6708PB, The Netherlands
| | - Richard P M A Crooijmans
- Animal Breeding and Genomics Centre, Wageningen University & Research, Droevendaalsesteeg 1, Wageningen, 6708PB, The Netherlands.,Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10, Wageningen, 6708PB, The Netherlands
| | - Martien A M Groenen
- Animal Breeding and Genomics Centre, Wageningen University & Research, Droevendaalsesteeg 1, Wageningen, 6708PB, The Netherlands
| |
Collapse
|
20
|
Li S, He F, Wen H, Li J, Si Y, Liu M, Huang Y, Meng L. Low salinity affects cellularity, DNA methylation, and mRNA expression of igf1 in the liver of half smooth tongue sole (Cynoglossus semilaevis). FISH PHYSIOLOGY AND BIOCHEMISTRY 2017; 43:1587-1602. [PMID: 28730461 DOI: 10.1007/s10695-017-0395-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Accepted: 06/15/2017] [Indexed: 06/07/2023]
Abstract
Animal growth depends on feedback regulation of hormone levels and environmental conditions. Insulin-like growth factor-1 (Igf1) promotes cell growth and differentiation and represses apoptosis and is highly regulated by the environment. Moreover, animals modify physiological homeostasis under stressful conditions through epigenetics and genetic regulatory mechanisms. Therefore, a comprehensive understanding of the effects of salt on fish growth is needed. In this study, half smooth tongue sole (Cynoglossus semilaevis) were subjected to 15‰ salinity for 0, 7, and 60 days (D) to assess the effects of low salinity on liver cellularity and growth. The results show that low salinity changed liver morphology, suggesting an increase in energy expenditure to recover from the osmotic disruption. igf1 was upregulated in female fish under 15‰ salinity after 7D and may participate in molecular repair. igf1 was downregulated after 60D of salt stress, resulting in retarded growth. Methylation levels were opposite to those of gene expression, suggesting inhibited regulation. Furthermore, three exons in the igf1 gene had significantly different methylation levels in fish under salt stress. Notably, more putative transcription factor binding sites were located in CpG sites at higher methylation levels. igf1 is not a sex-related gene, as no difference in methylation level was detected between males and females in the control group. These results clarify liver damage and changes in DNA methylation and mRNA expression of igf1, providing insight into the adverse effects of low salt on growth of C. semilaevis and the epigenetics and regulatory mechanisms involved in stressful conditions.
Collapse
Affiliation(s)
- Siping Li
- The Key Laboratory of Mariculture (Ocean University of China), Ministry of Education, 5 Yushan Road, Qingdao, 266003, China
| | - Feng He
- The Key Laboratory of Mariculture (Ocean University of China), Ministry of Education, 5 Yushan Road, Qingdao, 266003, China.
| | - Haishen Wen
- The Key Laboratory of Mariculture (Ocean University of China), Ministry of Education, 5 Yushan Road, Qingdao, 266003, China
| | - Jifang Li
- The Key Laboratory of Mariculture (Ocean University of China), Ministry of Education, 5 Yushan Road, Qingdao, 266003, China
| | - Yufeng Si
- The Key Laboratory of Mariculture (Ocean University of China), Ministry of Education, 5 Yushan Road, Qingdao, 266003, China
| | - Mingyuan Liu
- The Key Laboratory of Mariculture (Ocean University of China), Ministry of Education, 5 Yushan Road, Qingdao, 266003, China
| | - Yajuan Huang
- The Key Laboratory of Mariculture (Ocean University of China), Ministry of Education, 5 Yushan Road, Qingdao, 266003, China
| | - Lingcai Meng
- The Key Laboratory of Mariculture (Ocean University of China), Ministry of Education, 5 Yushan Road, Qingdao, 266003, China
| |
Collapse
|
21
|
Gapp K, Bohacek J. Epigenetic germline inheritance in mammals: looking to the past to understand the future. GENES BRAIN AND BEHAVIOR 2017; 17:e12407. [PMID: 28782190 DOI: 10.1111/gbb.12407] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2017] [Revised: 07/15/2017] [Accepted: 08/03/2017] [Indexed: 12/25/2022]
Abstract
Life experiences can induce epigenetic changes in mammalian germ cells, which can influence the developmental trajectory of the offspring and impact health and disease across generations. While this concept of epigenetic germline inheritance has long been met with skepticism, evidence in support of this route of information transfer is now overwhelming, and some key mechanisms underlying germline transmission of acquired information are emerging. This review focuses specifically on sperm RNAs as causal vectors of inheritance. We examine how they might become altered in the germline, and how different classes of sperm RNAs might interact with other epimodifications in germ cells or in the zygote. We integrate the latest findings with earlier pioneering work in this field, point out major questions and challenges, and suggest how new experiments could address them.
Collapse
Affiliation(s)
- K Gapp
- Gurdon Institute, University of Cambridge, Cambridge, UK.,Wellcome Trust Sanger Institute, Hinxton, UK
| | - J Bohacek
- Laboratory of Molecular and Behavioral Neuroscience, Department of Health Sciences and Technology of ETH Zurich, Neuroscience Center Zurich, Switzerland
| |
Collapse
|
22
|
Fukuda K, Inoguchi Y, Ichiyanagi K, Ichiyanagi T, Go Y, Nagano M, Yanagawa Y, Takaesu N, Ohkawa Y, Imai H, Sasaki H. Evolution of the sperm methylome of primates is associated with retrotransposon insertions and genome instability. Hum Mol Genet 2017. [DOI: 10.1093/hmg/ddx236] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
|
23
|
Chatterjee A, Stockwell PA, Ahn A, Rodger EJ, Leichter AL, Eccles MR. Genome-wide methylation sequencing of paired primary and metastatic cell lines identifies common DNA methylation changes and a role for EBF3 as a candidate epigenetic driver of melanoma metastasis. Oncotarget 2017; 8:6085-6101. [PMID: 28030832 PMCID: PMC5351615 DOI: 10.18632/oncotarget.14042] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Accepted: 12/12/2016] [Indexed: 12/15/2022] Open
Abstract
Epigenetic alterations are increasingly implicated in metastasis, whereas very few genetic mutations have been identified as authentic drivers of cancer metastasis. Yet, to date, few studies have identified metastasis-related epigenetic drivers, in part because a framework for identifying driver epigenetic changes in metastasis has not been established. Using reduced representation bisulfite sequencing (RRBS), we mapped genome-wide DNA methylation patterns in three cutaneous primary and metastatic melanoma cell line pairs to identify metastasis-related epigenetic drivers. Globally, metastatic melanoma cell lines were hypomethylated compared to the matched primary melanoma cell lines. Using whole genome RRBS we identified 75 shared (10 hyper- and 65 hypomethylated) differentially methylated fragments (DMFs), which were associated with 68 genes showing significant methylation differences. One gene, Early B Cell Factor 3 (EBF3), exhibited promoter hypermethylation in metastatic cell lines, and was validated with bisulfite sequencing and in two publicly available independent melanoma cohorts (n = 40 and 458 melanomas, respectively). We found that hypermethylation of the EBF3 promoter was associated with increased EBF3 mRNA levels in metastatic melanomas and subsequent inhibition of DNA methylation reduced EBF3 expression. RNAi-mediated knockdown of EBF3 mRNA levels decreased proliferation, migration and invasion in primary and metastatic melanoma cell lines. Overall, we have identified numerous epigenetic changes characterising metastatic melanoma cell lines, including EBF3-induced aggressive phenotypic behaviour with elevated EBF3 expression in metastatic melanoma, suggesting that EBF3 promoter hypermethylation may be a candidate epigenetic driver of metastasis.
Collapse
Affiliation(s)
- Aniruddha Chatterjee
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland, New Zealand
| | - Peter A Stockwell
- Department of Biochemistry, University of Otago, Dunedin, New Zealand
| | - Antonio Ahn
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Euan J Rodger
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland, New Zealand
| | - Anna L Leichter
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Michael R Eccles
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland, New Zealand
| |
Collapse
|
24
|
Sala P, de Miranda Torrinhas RSM, Fonseca DC, Ravacci GR, Waitzberg DL, Giannella-Neto D. Tissue-specific methylation profile in obese patients with type 2 diabetes before and after Roux-en-Y gastric bypass. Diabetol Metab Syndr 2017; 9:15. [PMID: 28250848 PMCID: PMC5322591 DOI: 10.1186/s13098-017-0214-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Accepted: 02/14/2017] [Indexed: 12/19/2022] Open
Abstract
Eating habits, lifestyles, and exposure to specific environmental factors can greatly impact the risk of developing type 2 diabetes (T2D), influence the genome epigenetically, and affect the expression of genes, including genes related to glycemic control, at any stage of life. The epigenetic mechanism underlying obesity and T2D pathogenesis remains poorly understood. Conventional strategies for the treatment of obesity and its comorbidities often have poor long-term adherence, and pharmacological interventions are limited. Bariatric surgery is the most effective current option to treat severe obesity, and Roux-en-Y gastric bypass (RYGB) is the most applied technique worldwide. Epigenetic changes differ depending on the approach used to treat obesity and its associated comorbidities (clinical or surgical). Compared to primary clinical care, bariatric surgery leads to much greater loss of body weight and higher remission rates of T2D and metabolic syndrome, with methylation profiles in promoter regions of genes in obese individuals becoming similar to those of normal-weight individuals. Bariatric surgery can influence DNA methylation in parallel with changes in gene expression pattern. Changes in clinical biomarkers that reflect improvements in glucose and lipid metabolism after RYGB often occur before major weight loss and are coordinated by surgery-induced changes in intestinal hormones. Therefore, the intestine methylation profile would assist in understanding the mechanisms involved in improved glycemic control after bariatric surgery. The main objectives in this area for the future are to identify epigenetic marks that could be used as early indicators of metabolic risk, and to develop treatments able to delay or even reverse these epigenetic changes. Studies that provide the "human epigenetic profile" will be of considerable value to identify tissue-specific epigenetic signatures and their role in the development of chronic diseases. Further studies should apply methods based on global analysis of the genome to identify methylated sites associated with disease and epigenetic marks associated with the remodeling response to bariatric surgery. This review describes the main epigenetic alterations associated with obesity and T2D and the potential role of RYGB in remodeling these changes.
Collapse
Affiliation(s)
- Priscila Sala
- FMUSP—Department of Gastroenterology, Digestive Surgery Discipline, School of Medicine, University of São Paulo (LIM 35), São Paulo, Brazil
| | | | - Danielle Cristina Fonseca
- FMUSP—Department of Gastroenterology, Digestive Surgery Discipline, School of Medicine, University of São Paulo (LIM 35), São Paulo, Brazil
| | - Graziela Rosa Ravacci
- FMUSP—Department of Gastroenterology, Digestive Surgery Discipline, School of Medicine, University of São Paulo (LIM 35), São Paulo, Brazil
| | - Dan Linetzky Waitzberg
- FMUSP—Department of Gastroenterology, Digestive Surgery Discipline, School of Medicine, University of São Paulo (LIM 35), São Paulo, Brazil
| | | |
Collapse
|
25
|
Dunaway KW, Islam MS, Coulson RL, Lopez SJ, Vogel Ciernia A, Chu RG, Yasui DH, Pessah IN, Lott P, Mordaunt C, Meguro-Horike M, Horike SI, Korf I, LaSalle JM. Cumulative Impact of Polychlorinated Biphenyl and Large Chromosomal Duplications on DNA Methylation, Chromatin, and Expression of Autism Candidate Genes. Cell Rep 2016; 17:3035-3048. [PMID: 27974215 PMCID: PMC5206988 DOI: 10.1016/j.celrep.2016.11.058] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Revised: 10/14/2016] [Accepted: 11/20/2016] [Indexed: 12/17/2022] Open
Abstract
Rare variants enriched for functions in chromatin regulation and neuronal synapses have been linked to autism. How chromatin and DNA methylation interact with environmental exposures at synaptic genes in autism etiologies is currently unclear. Using whole-genome bisulfite sequencing in brain tissue and a neuronal cell culture model carrying a 15q11.2-q13.3 maternal duplication, we find that significant global DNA hypomethylation is enriched over autism candidate genes and affects gene expression. The cumulative effect of multiple chromosomal duplications and exposure to the pervasive persistent organic pollutant PCB 95 altered methylation of more than 1,000 genes. Hypomethylated genes were enriched for H2A.Z, increased maternal UBE3A in Dup15q corresponded to reduced levels of RING1B, and bivalently modified H2A.Z was altered by PCB 95 and duplication. These results demonstrate the compounding effects of genetic and environmental insults on the neuronal methylome that converge upon dysregulation of chromatin and synaptic genes.
Collapse
Affiliation(s)
- Keith W Dunaway
- Medical Microbiology and Immunology, UC Davis, Davis, CA 95616, USA; Genome Center, UC Davis, Davis, CA 95616, USA; MIND Institute, UC Davis, Davis, CA 95616, USA; Center for Children's Environmental Health, UC Davis, Davis, CA 95616, USA
| | - M Saharul Islam
- Medical Microbiology and Immunology, UC Davis, Davis, CA 95616, USA; Genome Center, UC Davis, Davis, CA 95616, USA; MIND Institute, UC Davis, Davis, CA 95616, USA; Center for Children's Environmental Health, UC Davis, Davis, CA 95616, USA
| | - Rochelle L Coulson
- Medical Microbiology and Immunology, UC Davis, Davis, CA 95616, USA; Genome Center, UC Davis, Davis, CA 95616, USA; MIND Institute, UC Davis, Davis, CA 95616, USA; Center for Children's Environmental Health, UC Davis, Davis, CA 95616, USA
| | - S Jesse Lopez
- Medical Microbiology and Immunology, UC Davis, Davis, CA 95616, USA; Genome Center, UC Davis, Davis, CA 95616, USA; MIND Institute, UC Davis, Davis, CA 95616, USA; Center for Children's Environmental Health, UC Davis, Davis, CA 95616, USA
| | - Annie Vogel Ciernia
- Medical Microbiology and Immunology, UC Davis, Davis, CA 95616, USA; Genome Center, UC Davis, Davis, CA 95616, USA; MIND Institute, UC Davis, Davis, CA 95616, USA; Center for Children's Environmental Health, UC Davis, Davis, CA 95616, USA
| | - Roy G Chu
- Medical Microbiology and Immunology, UC Davis, Davis, CA 95616, USA; Genome Center, UC Davis, Davis, CA 95616, USA; MIND Institute, UC Davis, Davis, CA 95616, USA; Center for Children's Environmental Health, UC Davis, Davis, CA 95616, USA
| | - Dag H Yasui
- Medical Microbiology and Immunology, UC Davis, Davis, CA 95616, USA; Genome Center, UC Davis, Davis, CA 95616, USA; MIND Institute, UC Davis, Davis, CA 95616, USA; Center for Children's Environmental Health, UC Davis, Davis, CA 95616, USA
| | - Isaac N Pessah
- Center for Children's Environmental Health, UC Davis, Davis, CA 95616, USA; Veterinary Molecular Biosciences, UC Davis, Davis, CA 95616, USA
| | - Paul Lott
- Genome Center, UC Davis, Davis, CA 95616, USA
| | - Charles Mordaunt
- Medical Microbiology and Immunology, UC Davis, Davis, CA 95616, USA; Genome Center, UC Davis, Davis, CA 95616, USA; MIND Institute, UC Davis, Davis, CA 95616, USA; Center for Children's Environmental Health, UC Davis, Davis, CA 95616, USA
| | - Makiko Meguro-Horike
- Advanced Science Research Center, Kanazawa University, 13-1 Takaramachi, Kanazawa 920-8640, Japan
| | - Shin-Ichi Horike
- Advanced Science Research Center, Kanazawa University, 13-1 Takaramachi, Kanazawa 920-8640, Japan
| | - Ian Korf
- Genome Center, UC Davis, Davis, CA 95616, USA
| | - Janine M LaSalle
- Medical Microbiology and Immunology, UC Davis, Davis, CA 95616, USA; Genome Center, UC Davis, Davis, CA 95616, USA; MIND Institute, UC Davis, Davis, CA 95616, USA; Center for Children's Environmental Health, UC Davis, Davis, CA 95616, USA.
| |
Collapse
|
26
|
Zmienko A, Samelak-Czajka A, Kozlowski P, Szymanska M, Figlerowicz M. Arabidopsis thaliana population analysis reveals high plasticity of the genomic region spanning MSH2, AT3G18530 and AT3G18535 genes and provides evidence for NAHR-driven recurrent CNV events occurring in this location. BMC Genomics 2016; 17:893. [PMID: 27825302 PMCID: PMC5101643 DOI: 10.1186/s12864-016-3221-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Accepted: 10/27/2016] [Indexed: 12/28/2022] Open
Abstract
Background Intraspecies copy number variations (CNVs), defined as unbalanced structural variations of specific genomic loci, ≥1 kb in size, are present in the genomes of animals and plants. A growing number of examples indicate that CNVs may have functional significance and contribute to phenotypic diversity. In the model plant Arabidopsis thaliana at least several hundred protein-coding genes might display CNV; however, locus-specific genotyping studies in this plant have not been conducted. Results We analyzed the natural CNVs in the region overlapping MSH2 gene that encodes the DNA mismatch repair protein, and AT3G18530 and AT3G18535 genes that encode poorly characterized proteins. By applying multiplex ligation-dependent probe amplification and droplet digital PCR we genotyped those genes in 189 A. thaliana accessions. We found that AT3G18530 and AT3G18535 were duplicated (2–14 times) in 20 and deleted in 101 accessions. MSH2 was duplicated in 12 accessions (up to 12-14 copies) but never deleted. In all but one case, the MSH2 duplications were associated with those of AT3G18530 and AT3G18535. Considering the structure of the CNVs, we distinguished 5 genotypes for this region, determined their frequency and geographical distribution. We defined the CNV breakpoints in 35 accessions with AT3G18530 and AT3G18535 deletions and tandem duplications and showed that they were reciprocal events, resulting from non-allelic homologous recombination between 99 %-identical sequences flanking these genes. The widespread geographical distribution of the deletions supported by the SNP and linkage disequilibrium analyses of the genomic sequence confirmed the recurrent nature of this CNV. Conclusions We characterized in detail for the first time the complex multiallelic CNV in Arabidopsis genome. The region encoding MSH2, AT3G18530 and AT3G18535 genes shows enormous variation of copy numbers among natural ecotypes, being a remarkable example of high Arabidopsis genome plasticity. We provided the molecular insight into the mechanism underlying the recurrent nature of AT3G18530-AT3G18535 duplications/deletions. We also performed the first direct comparison of the two leading experimental methods, suitable for assessing the DNA copy number status. Our comprehensive case study provides foundation information for further analyses of CNV evolution in Arabidopsis and other plants, and their possible use in plant breeding. Electronic supplementary material The online version of this article (doi:10.1186/s12864-016-3221-1) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Agnieszka Zmienko
- Institute of Bioorganic Chemistry, Polish Academy of Sciences, Noskowskiego 12/14, 61-704, Poznan, Poland.,Institute of Computing Science, Poznan University of Technology, Piotrowo 2, 60-965, Poznan, Poland
| | - Anna Samelak-Czajka
- Institute of Computing Science, Poznan University of Technology, Piotrowo 2, 60-965, Poznan, Poland
| | - Piotr Kozlowski
- Institute of Bioorganic Chemistry, Polish Academy of Sciences, Noskowskiego 12/14, 61-704, Poznan, Poland
| | - Maja Szymanska
- Institute of Bioorganic Chemistry, Polish Academy of Sciences, Noskowskiego 12/14, 61-704, Poznan, Poland
| | - Marek Figlerowicz
- Institute of Bioorganic Chemistry, Polish Academy of Sciences, Noskowskiego 12/14, 61-704, Poznan, Poland. .,Institute of Computing Science, Poznan University of Technology, Piotrowo 2, 60-965, Poznan, Poland.
| |
Collapse
|
27
|
Braun CJ, Hemann MT. Rewiring the solid tumor epigenome for cancer therapy. Expert Rev Anticancer Ther 2016; 16:977-87. [DOI: 10.1080/14737140.2016.1212663] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
|
28
|
Abstract
UNLABELLED Although comprehensively described during early neuronal development, the role of DNA methylation/demethylation in neuronal lineage and subtype specification is not well understood. By studying two distinct neuronal progenitors as they differentiate to principal neurons in mouse hippocampus and striatum, we uncovered several principles governing neuronal DNA methylation during brain development. (1) The program consists of three stages: an initial genome-wide methylation during progenitor proliferation is followed by loss of methylation during the transition of regional progenitors to "young" hippocampal/striatal neurons, which is then reversed by gain in methylation during maturation to subtype-specific neurons. (2) At the first two stages, gain and loss of methylation are limited to CpGs, whereas during the third maturation stage, methylation also occurs at non-CpG sites in both lineages. (3) Methylation/demethylation, similar to transcription, are initially highly similar in the two lineages, whereas diversification in methylation and transcription during maturation creates subtype-specific methylation differences. (4) Initially, methylation targets all genomic locations, whereas later, during early and late differentiation, the preferred targets are intronic/intergenic sequences with enhancer-like activity. (5) Differentially methylated genes are enriched in sequential neurodevelopmental functions (such as progenitor proliferation, migration, neuritogenesis, and synaptic transmission); upregulated genes represent current and consecutive stage-specific functions, and downregulated genes represent preceding functions that are no longer required. The main conclusion of our work is that the neuronal methylation/demethylation program is predominantly developmental with minimal lineage specificity, except in the final stage of development when neuron subtype-specific differences also emerge. SIGNIFICANCE STATEMENT Our work is the first to describe a set of relatively simple rules that govern DNA methylation and demethylation in neuronal development in vivo. By dividing neurodevelopment to three major stages and applying rules to each of them, we created a matrix that comprehensively describes DNA methylation/demethylation events in two neuronal lineages, with a total of 10 cell types spanning the entire neurodevelopment. Beyond increasing our understanding of the epigenetic regulation of normal development, our work will be useful in deciphering how environmental perturbations, such as gestational toxins, drugs, stress, infection, and offspring neglect/maltreatment, interfere with the developmental methylation program.
Collapse
|
29
|
Ferguson JF, Allayee H, Gerszten RE, Ideraabdullah F, Kris-Etherton PM, Ordovás JM, Rimm EB, Wang TJ, Bennett BJ. Nutrigenomics, the Microbiome, and Gene-Environment Interactions: New Directions in Cardiovascular Disease Research, Prevention, and Treatment: A Scientific Statement From the American Heart Association. ACTA ACUST UNITED AC 2016; 9:291-313. [PMID: 27095829 DOI: 10.1161/hcg.0000000000000030] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Cardiometabolic diseases are the leading cause of death worldwide and are strongly linked to both genetic and nutritional factors. The field of nutrigenomics encompasses multiple approaches aimed at understanding the effects of diet on health or disease development, including nutrigenetic studies investigating the relationship between genetic variants and diet in modulating cardiometabolic risk, as well as the effects of dietary components on multiple "omic" measures, including transcriptomics, metabolomics, proteomics, lipidomics, epigenetic modifications, and the microbiome. Here, we describe the current state of the field of nutrigenomics with respect to cardiometabolic disease research and outline a direction for the integration of multiple omics techniques in future nutrigenomic studies aimed at understanding mechanisms and developing new therapeutic options for cardiometabolic disease treatment and prevention.
Collapse
|
30
|
Dere E, Huse S, Hwang K, Sigman M, Boekelheide K. Intra- and inter-individual differences in human sperm DNA methylation. Andrology 2016; 4:832-42. [PMID: 27089098 DOI: 10.1111/andr.12170] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Revised: 01/06/2016] [Accepted: 01/13/2016] [Indexed: 12/20/2022]
Abstract
There is growing evidence that sperm DNA methylation is important in maintaining proper sperm health and function. Previous studies have associated sperm DNA methylation levels with sperm quality and function, however, little is known regarding the intra- and inter-individual variability in sperm methylation levels. This study characterizes this variation. Sperm epigenetic differences between successive semen samples from 12 patients were examined to identify the intra- and inter-individual differences globally across the genome, and in specifically defined genomic regions using the Illumina Infinium HumanMethylation450 BeadChips. Methylation analysis identified a bimodal distribution in the methylation levels that were non-uniformly distributed across the different genomic regions. The methylation levels were highly correlated in both the intra- and inter-individual comparisons. The intra-individual methylation levels were more highly correlated than the inter-individual comparison both globally and across the defined genomic regions, demonstrating that sperm DNA methylation levels are relatively stable between semen sample collections.
Collapse
Affiliation(s)
- E Dere
- Division of Urology, Rhode Island Hospital, Providence, RI, USA.,Department of Pathology and Laboratory Medicine, Brown University, Providence, RI, USA
| | - S Huse
- Department of Pathology and Laboratory Medicine, Brown University, Providence, RI, USA
| | - K Hwang
- Division of Urology, Rhode Island Hospital, Providence, RI, USA.,The Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - M Sigman
- Division of Urology, Rhode Island Hospital, Providence, RI, USA.,The Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - K Boekelheide
- Department of Pathology and Laboratory Medicine, Brown University, Providence, RI, USA
| |
Collapse
|
31
|
Panchin AY, Makeev VJ, Medvedeva YA. Preservation of methylated CpG dinucleotides in human CpG islands. Biol Direct 2016; 11:11. [PMID: 27005429 PMCID: PMC4804638 DOI: 10.1186/s13062-016-0113-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Accepted: 03/14/2016] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND CpG dinucleotides are extensively underrepresented in mammalian genomes. It is widely accepted that genome-wide CpG depletion is predominantly caused by an elevated CpG > TpG mutation rate due to frequent cytosine methylation in the CpG context. Meanwhile the CpG content in genomic regions called CpG islands (CGIs) is noticeably higher. This observation is usually explained by lower CpG > TpG substitution rates within CGIs due to reduced cytosine methylation levels. RESULTS By combining genome-wide data on substitutions and methylation levels in several human cell types we have shown that cytosine methylation in human sperm cells was strongly and consistently associated with increased CpG > TpG substitution rates. In contrast, this correlation was not observed for embryonic stem cells or fibroblasts. Surprisingly, the decreased sperm CpG methylation level was insufficient to explain the reduced CpG > TpG substitution rates in CGIs. CONCLUSIONS While cytosine methylation in human sperm cells is strongly associated with increased CpG > TpG substitution rates, substitution rates are significantly reduced within CGIs even after sperm CpG methylation levels and local GC content are controlled for. Our findings are consistent with strong negative selection preserving methylated CpGs within CGIs including intergenic ones.
Collapse
Affiliation(s)
- Alexander Y Panchin
- Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, 127994, Russia
| | - Vsevolod J Makeev
- Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, GSP-1, 119991, Russia.,Research Institute for Genetics and Selection of Industrial Microorganisms, Moscow, 117545, Russia.,Moscow Institute of Physics and Technology, Moscow Regoin, 141700, Russia
| | - Yulia A Medvedeva
- Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, GSP-1, 119991, Russia. .,Center for Bioengineering, Research Center of Biotechnology RAS, Russian Academy of Science, Moscow, 117312, Russia.
| |
Collapse
|
32
|
Berthelot C, Muffato M, Abecassis J, Roest Crollius H. The 3D organization of chromatin explains evolutionary fragile genomic regions. Cell Rep 2015; 10:1913-24. [PMID: 25801028 DOI: 10.1016/j.celrep.2015.02.046] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2014] [Revised: 12/17/2014] [Accepted: 02/18/2015] [Indexed: 10/23/2022] Open
Abstract
Genomic rearrangements are a major source of evolutionary divergence in eukaryotic genomes, a cause of genetic diseases and a hallmark of tumor cell progression, yet the mechanisms underlying their occurrence and evolutionary fixation are poorly understood. Statistical associations between breakpoints and specific genomic features suggest that genomes may contain elusive “fragile regions” with a higher propensity for breakage. Here, we use ancestral genome reconstructions to demonstrate a near-perfect correlation between gene density and evolutionary rearrangement breakpoints. Simulations based on functional features in the human genome show that this pattern is best explained as the outcome of DNA breaks that occur in open chromatin regions coming into 3D contact in the nucleus. Our model explains how rearrangements reorganize the order of genes in an evolutionary neutral fashion and provides a basis for understanding the susceptibility of “fragile regions” to breakage.
Collapse
|
33
|
Abyzov A, Li S, Kim DR, Mohiyuddin M, Stütz AM, Parrish NF, Mu XJ, Clark W, Chen K, Hurles M, Korbel JO, Lam HYK, Lee C, Gerstein MB. Analysis of deletion breakpoints from 1,092 humans reveals details of mutation mechanisms. Nat Commun 2015; 6:7256. [PMID: 26028266 PMCID: PMC4451611 DOI: 10.1038/ncomms8256] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2014] [Accepted: 04/21/2015] [Indexed: 02/07/2023] Open
Abstract
Investigating genomic structural variants at basepair resolution is crucial for understanding their formation mechanisms. We identify and analyze 8,943 deletion breakpoints in 1,092 samples from the 1000 Genomes Project. We find breakpoints have more nearby SNPs and indels than the genomic average, likely a consequence of relaxed selection. By investigating the correlation of breakpoints with DNA methylation, Hi-C interactions, and histone marks and the substitution patterns of nucleotides near them, we find that breakpoints with the signature of non-allelic homologous recombination (NAHR) are associated with open chromatin. We hypothesize that some NAHR deletions occur without DNA replication and cell division, in embryonic and germline cells. In contrast, breakpoints associated with non-homologous (NH) mechanisms often have sequence micro-insertions, templated from later replicating genomic sites, spaced at two characteristic distances from the breakpoint. These micro-insertions are consistent with template-switching events and suggest a particular spatiotemporal configuration for DNA during the events.
Collapse
Affiliation(s)
- Alexej Abyzov
- Department of Health Sciences Research, Center for Individualized Medicine, Mayo Clinic, 200 1st Street SW, Rochester, Minnesota 55905, USA
| | - Shantao Li
- 1] Program in Computational Biology and Bioinformatics, Yale University, 266 Whitney Avenue, New Haven, Connecticut 06520, USA [2] Department of Computer Science, Yale University, New Haven, Connecticut 06520, USA
| | - Daniel Rhee Kim
- Department of Computer Science, Yale University, New Haven, Connecticut 06520, USA
| | | | - Adrian M Stütz
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg 69117, Germany
| | | | - Xinmeng Jasmine Mu
- 1] Program in Computational Biology and Bioinformatics, Yale University, 266 Whitney Avenue, New Haven, Connecticut 06520, USA [2] Department of Molecular Biophysics and Biochemistry, School of Medicine, Yale University, New Haven, Connecticut 06520, USA
| | - Wyatt Clark
- 1] Program in Computational Biology and Bioinformatics, Yale University, 266 Whitney Avenue, New Haven, Connecticut 06520, USA [2] Department of Molecular Biophysics and Biochemistry, School of Medicine, Yale University, New Haven, Connecticut 06520, USA
| | - Ken Chen
- The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Matthew Hurles
- Department of Human Genetics, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Jan O Korbel
- 1] European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg 69117, Germany [2] European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK
| | - Hugo Y K Lam
- Bina Technologies, Roche Sequencing, Redwood City, California 94065, USA
| | - Charles Lee
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut 06030, USA
| | - Mark B Gerstein
- 1] Program in Computational Biology and Bioinformatics, Yale University, 266 Whitney Avenue, New Haven, Connecticut 06520, USA [2] Department of Molecular Biophysics and Biochemistry, School of Medicine, Yale University, New Haven, Connecticut 06520, USA [3] Department of Computer Science, Yale University, New Haven, Connecticut 06520, USA
| |
Collapse
|
34
|
Modulation of the genome and epigenome of individuals susceptible to autism by environmental risk factors. Int J Mol Sci 2015; 16:8699-718. [PMID: 25903146 PMCID: PMC4425104 DOI: 10.3390/ijms16048699] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2014] [Revised: 04/03/2015] [Accepted: 04/08/2015] [Indexed: 12/12/2022] Open
Abstract
Diverse environmental factors have been implicated with the development of autism spectrum disorders (ASD). Genetic factors also underlie the differential vulnerability to environmental risk factors of susceptible individuals. Currently the way in which environmental risk factors interact with genetic factors to increase the incidence of ASD is not well understood. A greater understanding of the metabolic, cellular, and biochemical events involved in gene x environment interactions in ASD would have important implications for the prevention and possible treatment of the disorder. In this review we discuss various established and more alternative processes through which environmental factors implicated in ASD can modulate the genome and epigenome of genetically-susceptible individuals.
Collapse
|
35
|
Winans B, Nagari A, Chae M, Post CM, Ko CI, Puga A, Kraus WL, Lawrence BP. Linking the aryl hydrocarbon receptor with altered DNA methylation patterns and developmentally induced aberrant antiviral CD8+ T cell responses. THE JOURNAL OF IMMUNOLOGY 2015; 194:4446-57. [PMID: 25810390 DOI: 10.4049/jimmunol.1402044] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2014] [Accepted: 02/24/2015] [Indexed: 01/14/2023]
Abstract
Successfully fighting infection requires a properly tuned immune system. Recent epidemiological studies link exposure to pollutants that bind the aryl hydrocarbon receptor (AHR) during development with poorer immune responses later in life. Yet, how developmental triggering of AHR durably alters immune cell function remains unknown. Using a mouse model, we show that developmental activation of AHR leads to long-lasting reduction in the response of CD8(+) T cells during influenza virus infection, cells critical for resolving primary infection. Combining genome-wide approaches, we demonstrate that developmental activation alters DNA methylation and gene expression patterns in isolated CD8(+) T cells prior to and during infection. Altered transcriptional profiles in CD8(+) T cells from developmentally exposed mice reflect changes in pathways involved in proliferation and immunoregulation, with an overall pattern that bears hallmarks of T cell exhaustion. Developmental exposure also changed DNA methylation across the genome, but differences were most pronounced following infection, where we observed inverse correlation between promoter methylation and gene expression. This points to altered regulation of DNA methylation as one mechanism by which AHR causes durable changes in T cell function. Discovering that distinct gene sets and pathways were differentially changed in developmentally exposed mice prior to and after infection further reveals that the process of CD8(+) T cell activation is rendered fundamentally different by early life AHR signaling. These findings reveal a novel role for AHR in the developing immune system: regulating DNA methylation and gene expression as T cells respond to infection later in life.
Collapse
Affiliation(s)
- Bethany Winans
- Department of Environmental Medicine and Environmental Health Science Center, University of Rochester School of Medicine and Dentistry, Rochester, NY 14642
| | - Anusha Nagari
- Laboratory of Signaling and Gene Regulation, Cecil H. and Ida Green Center for Reproductive Biology Sciences and Division of Basic Reproductive Biology Research, Department of Obstetrics and Gynecology, University of Texas Southwestern Medical Center, Dallas, TX 75390; and
| | - Minho Chae
- Laboratory of Signaling and Gene Regulation, Cecil H. and Ida Green Center for Reproductive Biology Sciences and Division of Basic Reproductive Biology Research, Department of Obstetrics and Gynecology, University of Texas Southwestern Medical Center, Dallas, TX 75390; and
| | - Christina M Post
- Department of Environmental Medicine and Environmental Health Science Center, University of Rochester School of Medicine and Dentistry, Rochester, NY 14642
| | - Chia-I Ko
- Department of Environmental Health and Center for Environmental Genetics, University of Cincinnati College of Medicine, Cincinnati, OH 45267
| | - Alvaro Puga
- Department of Environmental Health and Center for Environmental Genetics, University of Cincinnati College of Medicine, Cincinnati, OH 45267
| | - W Lee Kraus
- Laboratory of Signaling and Gene Regulation, Cecil H. and Ida Green Center for Reproductive Biology Sciences and Division of Basic Reproductive Biology Research, Department of Obstetrics and Gynecology, University of Texas Southwestern Medical Center, Dallas, TX 75390; and
| | - B Paige Lawrence
- Department of Environmental Medicine and Environmental Health Science Center, University of Rochester School of Medicine and Dentistry, Rochester, NY 14642;
| |
Collapse
|
36
|
Urdinguio RG, Bayón GF, Dmitrijeva M, Toraño EG, Bravo C, Fraga MF, Bassas L, Larriba S, Fernández AF. Aberrant DNA methylation patterns of spermatozoa in men with unexplained infertility. Hum Reprod 2015; 30:1014-28. [PMID: 25753583 DOI: 10.1093/humrep/dev053] [Citation(s) in RCA: 118] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2014] [Accepted: 02/16/2015] [Indexed: 12/17/2022] Open
Abstract
STUDY QUESTION Are there DNA methylation alterations in sperm that could explain the reduced biological fertility of male partners from couples with unexplained infertility? SUMMARY ANSWER DNA methylation patterns, not only at specific loci but also at Alu Yb8 repetitive sequences, are altered in infertile individuals compared with fertile controls. WHAT IS KNOWN ALREADY Aberrant DNA methylation of sperm has been associated with human male infertility in patients demonstrating either deficiencies in the process of spermatogenesis or low semen quality. STUDY DESIGN, SIZE, DURATION Case and control prospective study. This study compares 46 sperm samples obtained from 17 normospermic fertile men and 29 normospermic infertile patients. PARTICIPANTS/MATERIALS, SETTING, METHODS Illumina Infinium HD Human Methylation 450K arrays were used to identify genomic regions showing differences in sperm DNA methylation patterns between five fertile and seven infertile individuals. Additionally, global DNA methylation of sperm was measured using the Methylamp Global DNA Methylation Quantification Ultra kit (Epigentek) in 14 samples, and DNA methylation at several repetitive sequences (LINE-1, Alu Yb8, NBL2, D4Z4) measured by bisulfite pyrosequencing in 44 sperm samples. A sperm-specific DNA methylation pattern was obtained by comparing the sperm methylomes with the DNA methylomes of differentiated somatic cells using data obtained from methylation arrays (Illumina 450 K) of blood, neural and glial cells deposited in public databases. MAIN RESULTS AND THE ROLE OF CHANCE In this study we conduct, for the first time, a genome-wide study to identify alterations of sperm DNA methylation in individuals with unexplained infertility that may account for the differences in their biological fertility compared with fertile individuals. We have identified 2752 CpGs showing aberrant DNA methylation patterns, and more importantly, these differentially methylated CpGs were significantly associated with CpG sites which are specifically methylated in sperm when compared with somatic cells. We also found statistically significant (P < 0.001) associations between DNA hypomethylation and regions corresponding to those which, in somatic cells, are enriched in the repressive histone mark H3K9me3, and between DNA hypermethylation and regions enriched in H3K4me1 and CTCF, suggesting that the relationship between chromatin context and aberrant DNA methylation of sperm in infertile men could be locus-dependent. Finally, we also show that DNA methylation patterns, not only at specific loci but also at several repetitive sequences (LINE-1, Alu Yb8, NBL2, D4Z4), were lower in sperm than in somatic cells. Interestingly, sperm samples at Alu Yb8 repetitive sequences of infertile patients showed significantly lower DNA methylation levels than controls. LIMITATIONS, REASONS FOR CAUTION Our results are descriptive and further studies would be needed to elucidate the functional effects of aberrant DNA methylation on male fertility. WIDER IMPLICATIONS OF THE FINDINGS Overall, our data suggest that aberrant sperm DNA methylation might contribute to fertility impairment in couples with unexplained infertility and they provide a promising basis for future research. STUDY FUNDING/COMPETING INTERESTS This work has been financially supported by Fundación Cientifica de la AECC (to R.G.U.); IUOPA (to G.F.B.); FICYT (to E.G.T.); the Spanish National Research Council (CSIC; 200820I172 to M.F.F.); Fundación Ramón Areces (to M.F.F); the Plan Nacional de I+D+I 2008-2011/2013-2016/FEDER (PI11/01728 to AF.F., PI12/01080 to M.F.F. and PI12/00361 to S.L.); the PN de I+D+I 2008-20011 and the Generalitat de Catalunya (2009SGR01490). A.F.F. is sponsored by ISCIII-Subdirección General de Evaluación y Fomento de la Investigación (CP11/00131). S.L. is sponsored by the Researchers Stabilization Program from the Spanish National Health System (CES09/020). The IUOPA is supported by the Obra Social Cajastur, Spain.
Collapse
Affiliation(s)
- Rocío G Urdinguio
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Oviedo 33006, Spain
| | - Gustavo F Bayón
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Oviedo 33006, Spain
| | - Marija Dmitrijeva
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Oviedo 33006, Spain
| | - Estela G Toraño
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Oviedo 33006, Spain
| | - Cristina Bravo
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Oviedo 33006, Spain
| | - Mario F Fraga
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Oviedo 33006, Spain Department of Immunology and Oncology, National Center for Biotechnology, CNB-CSIC, Cantoblanco, Madrid 28049, Spain
| | - Lluís Bassas
- Laboratory of Seminology and Embryology, Andrology Service-Fundació Puigvert, Barcelona 08025, Spain
| | - Sara Larriba
- Human Molecular Genetics Group-IDIBELL, L'Hospitalet de Llobregat, Barcelona 08908, Spain
| | - Agustín F Fernández
- Cancer Epigenetics Laboratory, Institute of Oncology of Asturias (IUOPA), HUCA, Universidad de Oviedo, Oviedo 33006, Spain
| |
Collapse
|
37
|
Miyahara H, Hirose O, Satou K, Yamada Y. Factors to preserve CpG-rich sequences in methylated CpG islands. BMC Genomics 2015; 16:144. [PMID: 25879481 PMCID: PMC4417305 DOI: 10.1186/s12864-015-1286-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2014] [Accepted: 01/26/2015] [Indexed: 12/31/2022] Open
Abstract
Background Mammalian CpG islands (CGIs) normally escape DNA methylation in all adult tissues and developmental stages. However, in our previous study we unexpectedly identified many methylated CGIs in human peripheral blood leukocytes. Methylated CpG dinucleotides convert to TpG dinucleotides through deaminization of their cytosine bases more frequently than hypomethylated CpG dinucleotides. Therefore, we wondered how methylated CGIs in germline or non-germline cells maintain their CpG-rich sequences. It is known that events such as germline hypomethylation, CpG selection, biased gene conversion (BGC), and frequent CpG fixation can contribute to the maintenance of CpG-rich sequences in methylated CGIs in germline or non-germline cells. However, it has not been investigated which of the processes maintain CpG-rich sequences of methylated CGIs in each genomic position. Results In this study, we comprehensively examined the contribution of the processes described above to the maintenance of CpG-rich sequences in methylated CGIs in germline and non-germline cells which were classified by genomic positions. Approximately 60–80% of CGIs with high methylation in H1 cell line (H1-HM) in all the genomic positions showed a low average CpG → TpG/CpA substitution rate. In contrast, fewer than half the numbers of CGIs with H1-HM in all the genomic positions showed a low average CpG → TpG/CpA substitution rate and low levels of methylation in sperm cells (SPM-LM). Furthermore, a small fraction of CGIs with a low average CpG → TpG/CpA substitution rate and high levels of methylation in sperm cells (SPM-HM) showed CpG selection. On the other hand, independent of the positions in genes, most CGIs with SPM-HM showed a slightly higher average TpG/CpA → CpG substitution rate compared with those with SPM-LM. Conclusions Relatively high numbers (approximately 60–80%) of CGIs with H1-HM in all the genomic positions preserve their CpG-rich sequences by a low CpG → TpG/CpA substitution rate caused mainly by their SPM-LM, and for those with SPM-HM partly by CpG selection and TpG/CpA → CpG fixation. BGC has little contribution to the maintenance of CpG-rich sequences of CGIs with SPM-HM which were classified by genomic positions. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1286-x) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Hiroki Miyahara
- Division of Electrical and Computer Engineering, Graduate School of Natural Science and Technology, Kanazawa University, 920-1192, Kanazawa, Japan.
| | - Osamu Hirose
- Faculty of Electrical and Computer Engineering, Institute of Science and Engineering, Kanazawa University, 920-1192, Kanazawa, Japan.
| | - Kenji Satou
- Faculty of Electrical and Computer Engineering, Institute of Science and Engineering, Kanazawa University, 920-1192, Kanazawa, Japan.
| | - Yoichi Yamada
- Faculty of Electrical and Computer Engineering, Institute of Science and Engineering, Kanazawa University, 920-1192, Kanazawa, Japan.
| |
Collapse
|
38
|
Matsunaga E, Nambu S, Oka M, Tanaka M, Taoka M, Iriki A. Periostin, a neurite outgrowth-promoting factor, is expressed at high levels in the primate cerebral cortex. Dev Growth Differ 2015; 57:200-8. [PMID: 25703431 DOI: 10.1111/dgd.12194] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2014] [Revised: 12/23/2014] [Accepted: 12/23/2014] [Indexed: 01/31/2023]
Abstract
Periostin (POSTN or osteoblast specific factor) is an extracellular matrix protein originally identified as a protein highly expressed in osteoblasts. Recently, periostin has been reported to function in axon regeneration and neuroprotection. In the present study, we focused on periostin function in cortical evolution. We performed a comparative gene expression analysis of periostin between rodents (mice) and primates (marmosets and macaques). Periostin was expressed at higher levels in the primate cerebral cortex compared to the mouse cerebral cortex. Furthermore, we performed overexpression experiments of periostin in vivo and in vitro. Periostin exhibited neurite outgrowth activity in cortical neurons. These results suggested the possibility that prolonged and increased periostin expression in the primate cerebral cortex enhances the cortical plasticity of the mammalian cerebral cortex.
Collapse
Affiliation(s)
- Eiji Matsunaga
- Laboratory for Symbolic Cognitive Development, RIKEN Brain Science Institute, Wako, Japan
| | | | | | | | | | | |
Collapse
|
39
|
Kumar R, Sagar C, Sharma D, Kishor P. β-Globin Genes: Mutation Hot-Spots in the Global Thalassemia Belt. Hemoglobin 2014; 39:1-8. [DOI: 10.3109/03630269.2014.985831] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
|
40
|
Vergés L, Molina O, Geán E, Vidal F, Blanco J. Deletions and duplications of the 22q11.2 region in spermatozoa from DiGeorge/velocardiofacial fathers. Mol Cytogenet 2014; 7:86. [PMID: 25435913 PMCID: PMC4247602 DOI: 10.1186/s13039-014-0086-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2014] [Accepted: 11/04/2014] [Indexed: 11/12/2022] Open
Abstract
Background DiGeorge/velocardiofacial syndrome (DGS/VCFS) is the most common deletion syndrome in humans. Low copy repeats flanking the 22q11.2 region confer a substrate for non-allelic homologous recombination (NAHR) events leading to rearrangements. This study sought to identify DGS/VCFS fathers with increased susceptibility to deletions and duplications at the 22q11.2 region in spermatozoa and to assess the particular contribution of intra-chromatid and/or inter-chromatid NAHR. Semen samples from nine DGS/VCFS fathers were analyzed by triple-color FISH using a probe combination that discriminated between normal, deleted and duplicated genotypes. Microsatellite analysis were performed in the parents and the affected children to determine the parental origin of the deleted chromosome 22. Results A significant increase in 22q11.2 deletions was observed in the sperm of two out of nine DGS/VCFS fathers (odds ratio 2.03-fold, P < 0.01), and in both cases the deletion in the offspring was transmitted by the father. Patients with significant increases in sperm anomalies presented a disturbed deletion:duplication 1:1 ratio (P < 0.01). Conclusions Altogether, results support that intra-chromatid NAHR is the mechanism responsible for the higher rate of sperm deletions, which is directly related to the transmission of the deleted chromosome 22 to offspring. Accordingly, the screening of sperm anomalies in the 22q11.2 region should be taken into account in the genetic counseling of DGS/VCFS families.
Collapse
Affiliation(s)
- Laia Vergés
- Unitat de Biologia Cellular (Facultat de Biociències). Universitat Autònoma de Barcelona, 08193-Bellaterra, Cerdanyola del Vallès, Spain
| | - Oscar Molina
- Unitat de Biologia Cellular (Facultat de Biociències). Universitat Autònoma de Barcelona, 08193-Bellaterra, Cerdanyola del Vallès, Spain ; Current address: Wellcome Trust Center for Cell Biology, University of Edinburgh, Edinburgh, Scotland United Kingdom
| | - Esther Geán
- Secció de Genètica Clínica. Hospital Universitari Sant Joan de Déu, 08950-Esplugues de Llobregat, Barcelona, Spain
| | - Francesca Vidal
- Unitat de Biologia Cellular (Facultat de Biociències). Universitat Autònoma de Barcelona, 08193-Bellaterra, Cerdanyola del Vallès, Spain
| | - Joan Blanco
- Unitat de Biologia Cellular (Facultat de Biociències). Universitat Autònoma de Barcelona, 08193-Bellaterra, Cerdanyola del Vallès, Spain
| |
Collapse
|
41
|
Abstract
The skin is composed of a variety of cell types expressing specific molecules and possessing different properties that facilitate the complex interactions and intercellular communication essential for maintaining the structural integrity of the skin. Importantly, a single mutation in one of these molecules can disrupt the entire organization and function of these essential networks, leading to cell separation, blistering, and other striking phenotypes observed in inherited skin diseases. Over the past several decades, the genetic basis of many monogenic skin diseases has been elucidated using classical genetic techniques. Importantly, the findings from these studies has shed light onto the many classes of molecules and essential genetic as well as molecular interactions that lend the skin its rigid, yet flexible properties. With the advent of the human genome project, next-generation sequencing techniques, as well as several other recently developed methods, tremendous progress has been made in dissecting the genetic architecture of complex, non-Mendelian skin diseases.
Collapse
Affiliation(s)
- Gina M DeStefano
- Department of Genetics and Development, Columbia University, New York, New York 10032
| | - Angela M Christiano
- Department of Genetics and Development, Columbia University, New York, New York 10032 Department of Dermatology, Columbia University, New York, New York 10032
| |
Collapse
|
42
|
Hanson MA, Gluckman PD. Early developmental conditioning of later health and disease: physiology or pathophysiology? Physiol Rev 2014; 94:1027-76. [PMID: 25287859 PMCID: PMC4187033 DOI: 10.1152/physrev.00029.2013] [Citation(s) in RCA: 698] [Impact Index Per Article: 69.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Extensive experimental animal studies and epidemiological observations have shown that environmental influences during early development affect the risk of later pathophysiological processes associated with chronic, especially noncommunicable, disease (NCD). This field is recognized as the developmental origins of health and disease (DOHaD). We discuss the extent to which DOHaD represents the result of the physiological processes of developmental plasticity, which may have potential adverse consequences in terms of NCD risk later, or whether it is the manifestation of pathophysiological processes acting in early life but only becoming apparent as disease later. We argue that the evidence suggests the former, through the operation of conditioning processes induced across the normal range of developmental environments, and we summarize current knowledge of the physiological processes involved. The adaptive pathway to later risk accords with current concepts in evolutionary developmental biology, especially those concerning parental effects. Outside the normal range, effects on development can result in nonadaptive processes, and we review their underlying mechanisms and consequences. New concepts concerning the underlying epigenetic and other mechanisms involved in both disruptive and nondisruptive pathways to disease are reviewed, including the evidence for transgenerational passage of risk from both maternal and paternal lines. These concepts have wider implications for understanding the causes and possible prevention of NCDs such as type 2 diabetes and cardiovascular disease, for broader social policy and for the increasing attention paid in public health to the lifecourse approach to NCD prevention.
Collapse
Affiliation(s)
- M A Hanson
- Academic Unit of Human Development and Health, University of Southampton, and NIHR Nutrition Biomedical Research Centre, University Hospital, Southampton, United Kingdom; and Liggins Institute and Gravida (National Centre for Growth and Development), University of Auckland, Auckland, New Zealand
| | - P D Gluckman
- Academic Unit of Human Development and Health, University of Southampton, and NIHR Nutrition Biomedical Research Centre, University Hospital, Southampton, United Kingdom; and Liggins Institute and Gravida (National Centre for Growth and Development), University of Auckland, Auckland, New Zealand
| |
Collapse
|
43
|
Tan L, Yu JT, Tan L. Causes and Consequences of MicroRNA Dysregulation in Neurodegenerative Diseases. Mol Neurobiol 2014; 51:1249-62. [PMID: 24973986 DOI: 10.1007/s12035-014-8803-9] [Citation(s) in RCA: 91] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2014] [Accepted: 06/22/2014] [Indexed: 12/12/2022]
Abstract
Neurodegenerative diseases, including Alzheimer's disease (AD), Parkinson's disease (PD), Huntington's disease (HD) and amyotrophic lateral sclerosis (ALS), originate from a loss of neurons in the central nervous system (CNS) and are severely debilitating. The incidence of neurodegenerative diseases increases with age, and they are expected to become more common due to extended life expectancy. Because of no clear mechanisms, these diseases have become a major challenge in neurobiology. It is well recognized that these disorders become the culmination of many different genetic and environmental influences. Prior studies have shown that microRNAs (miRNAs) are pathologically altered during the inexorable course of some neurodegenerative diseases, suggesting that miRNAs may be the contributing factor in neurodegeneration. Here, we review what is known about the involvement of miRNAs in the pathogenesis of neurodegenerative diseases. The biogenesis of miRNAs and various functions of miRNAs that act as the chief regulators will be discussed. We focus in particular on dysregulation of miRNAs which leads to several neurodegenerative diseases from three aspects: miRNA-generating disorders, miRNA-targeting genes and epigenetic alterations. Furthermore, recent evidences have shown that circulating miRNA expression levels are changed in patients with neurodegenerative diseases. Circulating miRNA expression levels are reported in patients in order to evaluate their application as biomarkers of these diseases. A discussion is included with a potential diagnostic biomarker and the possible future direction in exploring the nexus between miRNAs and various neurodegenerative diseases.
Collapse
Affiliation(s)
- Lin Tan
- College of Medicine and Pharmaceutics, Ocean University of China, Qingdao, China
| | | | | |
Collapse
|
44
|
Coarfa C, Pichot CS, Jackson A, Tandon A, Amin V, Raghuraman S, Paithankar S, Lee AV, McGuire SE, Milosavljevic A. Analysis of interactions between the epigenome and structural mutability of the genome using Genboree Workbench tools. BMC Bioinformatics 2014; 15 Suppl 7:S2. [PMID: 25080362 PMCID: PMC4110728 DOI: 10.1186/1471-2105-15-s7-s2] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Interactions between the epigenome and structural genomic variation are potentially bi-directional. In one direction, structural variants may cause epigenomic changes in cis. In the other direction, specific local epigenomic states such as DNA hypomethylation associate with local genomic instability. METHODS To study these interactions, we have developed several tools and exposed them to the scientific community using the Software-as-a-Service model via the Genboree Workbench. One key tool is Breakout, an algorithm for fast and accurate detection of structural variants from mate pair sequencing data. RESULTS By applying Breakout and other Genboree Workbench tools we map breakpoints in breast and prostate cancer cell lines and tumors, discriminate between polymorphic breakpoints of germline origin and those of somatic origin, and analyze both types of breakpoints in the context of the Human Epigenome Atlas, ENCODE databases, and other sources of epigenomic profiles. We confirm previous findings that genomic instability in human germline associates with hypomethylation of DNA, binding sites of Suz12, a key member of the PRC2 Polycomb complex, and with PRC2-associated histone marks H3K27me3 and H3K9me3. Breakpoints in germline and in breast cancer associate with distal regulatory of active gene transcription. Breast cancer cell lines and tumors show distinct patterns of structural mutability depending on their ER, PR, or HER2 status. CONCLUSIONS The patterns of association that we detected suggest that cell-type specific epigenomes may determine cell-type specific patterns of selective structural mutability of the genome.
Collapse
Affiliation(s)
- Cristian Coarfa
- Molecular & Cellular Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | | | - Andrew Jackson
- Molecular & Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Arpit Tandon
- Social and Scientific Systems, Durham, NC 27713, USA
| | - Viren Amin
- Molecular & Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Sriram Raghuraman
- Molecular & Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Sameer Paithankar
- Molecular & Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Adrian V Lee
- Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Sean E McGuire
- Molecular & Cellular Biology, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston TX 77030, USA
| | | |
Collapse
|
45
|
Epigenetically regulated microRNAs in Alzheimer's disease. Neurobiol Aging 2014; 35:731-45. [DOI: 10.1016/j.neurobiolaging.2013.10.082] [Citation(s) in RCA: 87] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2013] [Revised: 10/09/2013] [Accepted: 10/16/2013] [Indexed: 12/12/2022]
|
46
|
Raymond LJ, Deth RC, Ralston NVC. Potential Role of Selenoenzymes and Antioxidant Metabolism in relation to Autism Etiology and Pathology. AUTISM RESEARCH AND TREATMENT 2014; 2014:164938. [PMID: 24734177 PMCID: PMC3966422 DOI: 10.1155/2014/164938] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2013] [Revised: 01/07/2014] [Accepted: 01/27/2014] [Indexed: 11/17/2022]
Abstract
Autism and autism spectrum disorders (ASDs) are behaviorally defined, but the biochemical pathogenesis of the underlying disease process remains uncharacterized. Studies indicate that antioxidant status is diminished in autistic subjects, suggesting its pathology is associated with augmented production of oxidative species and/or compromised antioxidant metabolism. This suggests ASD may result from defects in the metabolism of cellular antioxidants which maintain intracellular redox status by quenching reactive oxygen species (ROS). Selenium-dependent enzymes (selenoenzymes) are important in maintaining intercellular reducing conditions, particularly in the brain. Selenoenzymes are a family of ~25 genetically unique proteins, several of which have roles in preventing and reversing oxidative damage in brain and endocrine tissues. Since the brain's high rate of oxygen consumption is accompanied by high ROS production, selenoenzyme activities are particularly important in this tissue. Because selenoenzymes can be irreversibly inhibited by many electrophiles, exposure to these organic and inorganic agents can diminish selenoenzyme-dependent antioxidant functions. This can impair brain development, particularly via the adverse influence of oxidative stress on epigenetic regulation. Here we review the physiological roles of selenoproteins in relation to potential biochemical mechanisms of ASD etiology and pathology.
Collapse
Affiliation(s)
- Laura J. Raymond
- Energy & Environmental Research Center, University of North Dakota, 15 North 23rd Street, Stop 9018, Grand Forks, ND 58202, USA
| | - Richard C. Deth
- Department of Pharmaceutical Sciences, Northeastern University, Boston, MA 02115, USA
| | - Nicholas V. C. Ralston
- Energy & Environmental Research Center, University of North Dakota, 15 North 23rd Street, Stop 9018, Grand Forks, ND 58202, USA
| |
Collapse
|
47
|
Makino T, McLysaght A, Kawata M. Genome-wide deserts for copy number variation in vertebrates. Nat Commun 2014; 4:2283. [PMID: 23917329 DOI: 10.1038/ncomms3283] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2013] [Accepted: 07/10/2013] [Indexed: 01/14/2023] Open
Abstract
Most copy number variations are neutral, but some are deleterious and associated with various human diseases. Copy number variations are distributed non-randomly in vertebrate genomes, and it was recently reported that ohnologs, which are duplicated genes derived from whole genome duplication, are refractory to copy number variations. However, it is unclear what genomic factors affect the deleterious effects of copy number variations and the biological significance of the biased genomic distribution of copy number variations remains poorly understood. Here we show that non-ohnologs neighbouring ohnologs are unlikely to have copy number variations, resulting in ohnolog-rich regions in vertebrate genomes being copy number variation deserts. Our results suggest that the genomic location of ohnologs is a determining factor in the retention of copy number variations and that the dosage-balanced ohnologs are likely to cause the deleterious effects of copy number variations in these regions. We propose that investigating copy number variation of genes in regions that are typically copy number variation deserts is an efficient means to find disease-related copy number variations.
Collapse
Affiliation(s)
- Takashi Makino
- Department of Ecology and Evolutionary Biology, Graduate School of Life Sciences, Tohoku University, 6-3, Aramaki Aza Aoba, Aoba-ku 980-8578, Japan.
| | | | | |
Collapse
|
48
|
Mancikova V, Buj R, Castelblanco E, Inglada-Pérez L, Diez A, de Cubas AA, Curras-Freixes M, Maravall FX, Mauricio D, Matias-Guiu X, Puig-Domingo M, Capel I, Bella MR, Lerma E, Castella E, Reverter JL, Peinado MÁ, Jorda M, Robledo M. DNA methylation profiling of well-differentiated thyroid cancer uncovers markers of recurrence free survival. Int J Cancer 2014; 135:598-610. [PMID: 24382797 DOI: 10.1002/ijc.28703] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2013] [Accepted: 12/19/2013] [Indexed: 01/08/2023]
Abstract
Thyroid cancer is a heterogeneous disease with several subtypes characterized by cytological, histological and genetic alterations, but the involvement of epigenetics is not well understood. Here, we investigated the role of aberrant DNA methylation in the development of well-differentiated thyroid tumors. We performed genome-wide DNA methylation profiling in the largest well-differentiated thyroid tumor series reported to date, comprising 83 primary tumors as well as 8 samples of adjacent normal tissue. The epigenetic profiles were closely related to not only tumor histology but also the underlying driver mutation; we found that follicular tumors had higher levels of methylation, which seemed to accumulate in a progressive manner along the tumorigenic process from adenomas to carcinomas. Furthermore, tumors harboring a BRAF or RAS mutation had a larger number of hypo- or hypermethylation events, respectively. The aberrant methylation of several candidate genes potentially related to thyroid carcinogenesis was validated in an independent series of 52 samples. Furthermore, through the integration of methylation and transcriptional expression data, we identified genes whose expression is associated with the methylation status of their promoters. Finally, by integrating clinical follow-up information with methylation levels we propose etoposide-induced 2.4 and Wilms tumor 1 as novel prognostic markers related to recurrence-free survival. This comprehensive study provides insights into the role of DNA methylation in well-differentiated thyroid cancer development and identifies novel markers associated with recurrence-free survival.
Collapse
Affiliation(s)
- Veronika Mancikova
- Hereditary Endocrine Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
49
|
Dittwald P, Gambin T, Szafranski P, Li J, Amato S, Divon MY, Rodríguez Rojas LX, Elton LE, Scott DA, Schaaf CP, Torres-Martinez W, Stevens AK, Rosenfeld JA, Agadi S, Francis D, Kang SHL, Breman A, Lalani SR, Bacino CA, Bi W, Milosavljevic A, Beaudet AL, Patel A, Shaw CA, Lupski JR, Gambin A, Cheung SW, Stankiewicz P. NAHR-mediated copy-number variants in a clinical population: mechanistic insights into both genomic disorders and Mendelizing traits. Genome Res 2013; 23:1395-409. [PMID: 23657883 PMCID: PMC3759717 DOI: 10.1101/gr.152454.112] [Citation(s) in RCA: 91] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2012] [Accepted: 04/30/2013] [Indexed: 12/30/2022]
Abstract
We delineated and analyzed directly oriented paralogous low-copy repeats (DP-LCRs) in the most recent version of the human haploid reference genome. The computationally defined DP-LCRs were cross-referenced with our chromosomal microarray analysis (CMA) database of 25,144 patients subjected to genome-wide assays. This computationally guided approach to the empirically derived large data set allowed us to investigate genomic rearrangement relative frequencies and identify new loci for recurrent nonallelic homologous recombination (NAHR)-mediated copy-number variants (CNVs). The most commonly observed recurrent CNVs were NPHP1 duplications (233), CHRNA7 duplications (175), and 22q11.21 deletions (DiGeorge/velocardiofacial syndrome, 166). In the ∼25% of CMA cases for which parental studies were available, we identified 190 de novo recurrent CNVs. In this group, the most frequently observed events were deletions of 22q11.21 (48), 16p11.2 (autism, 34), and 7q11.23 (Williams-Beuren syndrome, 11). Several features of DP-LCRs, including length, distance between NAHR substrate elements, DNA sequence identity (fraction matching), GC content, and concentration of the homologous recombination (HR) hot spot motif 5'-CCNCCNTNNCCNC-3', correlate with the frequencies of the recurrent CNVs events. Four novel adjacent DP-LCR-flanked and NAHR-prone regions, involving 2q12.2q13, were elucidated in association with novel genomic disorders. Our study quantitates genome architectural features responsible for NAHR-mediated genomic instability and further elucidates the role of NAHR in human disease.
Collapse
Affiliation(s)
- Piotr Dittwald
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
- Institute of Informatics, University of Warsaw, 02-097 Warsaw, Poland
- College of Inter-Faculty Individual Studies in Mathematics and Natural Sciences, University of Warsaw, 02-089 Warsaw, Poland
| | - Tomasz Gambin
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
- Institute of Computer Science, Warsaw University of Technology, 02-665 Warsaw, Poland
| | - Przemyslaw Szafranski
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Jian Li
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Stephen Amato
- Genetics and Metabolism, Phoenix Children's Hospital, Phoenix, Arizona 85006, USA
| | | | | | - Lindsay E. Elton
- Child Neurology, Pediatric Specialty Services, Austin, Texas 78723, USA
| | - Daryl A. Scott
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
- Department of Molecular Physiology and Biophysics, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Christian P. Schaaf
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Wilfredo Torres-Martinez
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana 46202, USA
| | - Abby K. Stevens
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana 46202, USA
| | - Jill A. Rosenfeld
- Signature Genomic Laboratories, PerkinElmer, Inc., Spokane, Washington 99207, USA
| | - Satish Agadi
- Department of Pediatrics and Neurology, Baylor College of Medicine, Houston, Texas 77030, USA
| | - David Francis
- Cytogenetics Department, Victorian Clinical Genetics Services, Murdoch Children's Research Institute, Parkville, Victoria 3052, Australia
| | - Sung-Hae L. Kang
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Amy Breman
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Seema R. Lalani
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Carlos A. Bacino
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Weimin Bi
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Aleksandar Milosavljevic
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Arthur L. Beaudet
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Ankita Patel
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Chad A. Shaw
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
| | - James R. Lupski
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas 77030, USA
- Texas Children's Hospital, Houston, Texas 77030, USA
| | - Anna Gambin
- Institute of Informatics, University of Warsaw, 02-097 Warsaw, Poland
- Mossakowski Medical Research Centre, Polish Academy of Sciences, 02-106 Warsaw, Poland
| | - Sau Wai Cheung
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Pawel Stankiewicz
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas 77030, USA
| |
Collapse
|
50
|
Cui Y, Cho IH, Chowdhury B, Irudayaraj J. Real-time dynamics of methyl-CpG-binding domain protein 3 and its role in DNA demethylation by fluorescence correlation spectroscopy. Epigenetics 2013; 8:1089-100. [PMID: 23974971 DOI: 10.4161/epi.25958] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
With unprecedented development in technology, epigenetics is recognized as a substantial and flexible regulatory pathway for phenotyping. Cytosine methylation and its subsequent oxidization have attracted significant attention due to their direct impact on gene regulation, in association with methyl-CpG-binding domain proteins (MBDs) and transcription related factors. In this study we record the dynamics of DNA demethylation using the recombinant MBD3-GFP protein in living cells under hypoxia and Decitabine treatment using Fluorescence Correlation Spectroscopy (FCS) by monitoring the diffusion dynamics of MBD3. Our study shows a DNA-replication-independent decrease of 5-methylcytosine (5mC)/5-hydroxymethylcytosine (5hmC) under hypoxia vs. a dependent decrease under Decitabine treatment. Further, we define a significantly faster diffusion of MBD3 in the nucleus as a precursory event for active demethylation rather than the Decitabine induced passive demethylation. By monitoring the diffusion of bound and unbound MBD3 in the nucleus we were able to identify and characterize hypoxia-sensitive cells from insensitive/tolerant cells, as well as the respective contribution to active demethylation in a time-dependent manner. Last, we quantitatively describe the concurrent decreasing trend in all of the three oxidized products of 5mC, which points to the potential involvement of ten-eleven-translocation proteins (TETs) in hypoxia induced active demethylation. Overall, for the first time we correlate the dynamic process of DNA demethylation with the biophysical properties of the corresponding DNA binding proteins in live single cells by single molecule spectroscopy.
Collapse
Affiliation(s)
- Yi Cui
- Biological Engineering and Bindley Bioscience Center, Purdue University; West Lafayette, IN USA
| | - Il-Hoon Cho
- Biological Engineering and Bindley Bioscience Center, Purdue University; West Lafayette, IN USA
| | - Basudev Chowdhury
- Biological Engineering and Bindley Bioscience Center, Purdue University; West Lafayette, IN USA
| | - Joseph Irudayaraj
- Biological Engineering and Bindley Bioscience Center, Purdue University; West Lafayette, IN USA
| |
Collapse
|