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Walsh JR, Sun G, Balan J, Hardcastle J, Vollenweider J, Jerde C, Rumilla K, Koellner C, Koleilat A, Hasadsri L, Kipp B, Jenkinson G, Klee E. A supervised learning method for classifying methylation disorders. BMC Bioinformatics 2024; 25:66. [PMID: 38347515 PMCID: PMC10863277 DOI: 10.1186/s12859-024-05673-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 01/24/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND DNA methylation is one of the most stable and well-characterized epigenetic alterations in humans. Accordingly, it has already found clinical utility as a molecular biomarker in a variety of disease contexts. Existing methods for clinical diagnosis of methylation-related disorders focus on outlier detection in a small number of CpG sites using standardized cutoffs which differentiate healthy from abnormal methylation levels. The standardized cutoff values used in these methods do not take into account methylation patterns which are known to differ between the sexes and with age. RESULTS Here we profile genome-wide DNA methylation from blood samples drawn from within a cohort composed of healthy controls of different age and sex alongside patients with Prader-Willi syndrome (PWS), Beckwith-Wiedemann syndrome, Fragile-X syndrome, Angelman syndrome, and Silver-Russell syndrome. We propose a Generalized Additive Model to perform age and sex adjusted outlier analysis of around 700,000 CpG sites throughout the human genome. Utilizing z-scores among the cohort for each site, we deployed an ensemble based machine learning pipeline and achieved a combined prediction accuracy of 0.96 (Binomial 95% Confidence Interval 0.868[Formula: see text]0.995). CONCLUSION We demonstrate a method for age and sex adjusted outlier detection of differentially methylated loci based on a large cohort of healthy individuals. We present a custom machine learning pipeline utilizing this outlier analysis to classify samples for potential methylation associated congenital disorders. These methods are able to achieve high accuracy when used with machine learning methods to classify abnormal methylation patterns.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Alaa Koleilat
- Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, OR, USA
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Singh A, Pajni K, Panigrahi I, Khetarpal P. Clinical and Molecular Heterogeneity of Silver-Russell Syndrome and Therapeutic Challenges: A Systematic Review. Curr Pediatr Rev 2023; 19:157-168. [PMID: 35293298 DOI: 10.2174/1573396318666220315142542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Revised: 12/26/2021] [Accepted: 01/06/2022] [Indexed: 02/08/2023]
Abstract
BACKGROUND Silver-Russell syndrome (SRS) is a developmental disorder involving extreme growth failure, characteristic facial features and underlying genetic heterogeneity. As the clinical heterogeneity of SRS makes diagnosis a challenging task, the worldwide incidence of SRS could vary from 1:30,000 to 1:100,000. Although various chromosomal, genetic, and epigenetic mutations have been linked with SRS, the cause had only been identified in half of the cases. MATERIAL AND METHODS To have a better understanding of the SRS clinical presentation and mutation/ epimutation responsible for SRS, a systematic review of the literature was carried out using appropriate keywords in various scientific databases (PROSPERO protocol registration CRD42021273211). Clinical features of SRS have been compiled and presented corresponding to the specific genetic subtype. An attempt has been made to understand the recurrence risk and the role of model organisms in understanding the molecular mechanisms of SRS pathology, treatment, and management strategies of the affected patients through the analysis of selected literature. RESULTS 156 articles were selected to understand the clinical and molecular heterogeneity of SRS. Information about detailed clinical features was available for 228 patients only, and it was observed that body asymmetry and relative macrocephaly were most prevalent in cases with methylation defects of the 11p15 region. In about 38% of cases, methylation defects in ICRs or genomic mutations at the 11p15 region have been implicated. Maternal uniparental disomy of chromosome 7 (mUPD7) accounts for about 7% of SRS cases, and rarely, uniparental disomy of other autosomes (11, 14, 16, and 20 chromosomes) has been documented. Mutation in half of the cases is yet to be identified. Studies involving mice as experimental animals have been helpful in understanding the underlying molecular mechanism. As the clinical presentation of the syndrome varies a lot, treatment needs to be individualized with multidisciplinary effort. CONCLUSION SRS is a clinically and genetically heterogeneous disorder, with most of the cases being implicated with a mutation in the 11p15 region and maternal disomy of chromosome 7. Recurrence risk varies according to the molecular subtype. Studies with mice as a model organism have been useful in understanding the underlying molecular mechanism leading to the characteristic clinical presentation of the syndrome. Management strategies often need to be individualized due to varied clinical presentations.
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Affiliation(s)
- Amit Singh
- Department of Human Genetics and Molecular Medicine, School of Health Sciences, Central University of Punjab, Bathinda, 151401, India
| | - Ketan Pajni
- Department of Human Genetics and Molecular Medicine, School of Health Sciences, Central University of Punjab, Bathinda, 151401, India
| | - Inusha Panigrahi
- Department of Paediatric Medicine, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Preeti Khetarpal
- Department of Human Genetics and Molecular Medicine, School of Health Sciences, Central University of Punjab, Bathinda, 151401, India
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Özer E, Geyik F, Alp Ünkar Z, Ercan O, Tüysüz B. The Methylation Status in the Chromosome 11p15.5 Region and Metabolic Disorders in Children with Syndromic and Nonsyndromic Intrauterine Growth Restriction. Mol Syndromol 2022; 13:108-116. [PMID: 35418826 PMCID: PMC8928180 DOI: 10.1159/000518630] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 07/21/2021] [Indexed: 10/03/2023] Open
Abstract
Loss of methylation (LoM) of the imprinting control region 1 (ICR1) in the chromosome 11p15.5 domain is detected in patients with Silver-Russell syndrome (SRS), characterized by asymmetric pre- and postnatal growth restriction, and typical craniofacial features. The patients with intrauterine growth restriction (IUGR) possess a high risk for adult metabolic problems. This study is aimed to investigate the methylation levels of the chromosome 11p15.5 region and metabolic problems in children with syndromic and nonsyndromic IUGR. Methylation analysis was performed for chromosome 11p15.5 in 49 patients (33 with suspected SRS and 16 nonsyndromic IUGR) with Netchine-Harbison clinical scoring (NHCS); uniparental disomy for chromosomes 6, 7, 14, and 20 was evaluated for those who were negative. LoM of ICR1 was detected in 14 of 33 suspected SRS patients with 3 or more criteria of NHCS, 5 had borderline LoM. Maternal uniparental disomy of the chromosomes 7 and 14 was found in 2 patients. The overall detection rate of SRS was 45.5%. While clinical findings were similar in patients with LoM and borderline LoM of ICR1, typical craniofacial findings were significantly less in the patients with normal methylation. Methylation patterns were not found to be impaired in the nonsyndromic IUGR group. Metabolic complications were evaluated in a total of 63 patients including 33 SRS-suspicious, 16 nonsyndromic IUGR, and 14 patients with 3M or SHORT syndrome. Increased rates of hypercalciuria, insulin resistance, and dyslipidemia were detected in patients with both syndromic and nonsyndromic IUGR. We would like to emphasize that detecting typical facial findings is effective in the diagnosis of SRS and paying attention to metabolic problems in the follow-up of patients with IUGR is recommended.
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Affiliation(s)
- Emre Özer
- Department of Pediatric Genetics, Cerrahpasa Medical School, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Filiz Geyik
- Department of Genetics, Aziz Sancar Experimental Medicine Research Institute, Istanbul University, Istanbul, Turkey
| | - Zeynep Alp Ünkar
- Department of Neonatology, Cerrahpasa Medical School, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Oya Ercan
- Department of Pediatric Endocrinology, Cerrahpasa Medical School, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Beyhan Tüysüz
- Department of Pediatric Genetics, Cerrahpasa Medical School, Istanbul University-Cerrahpasa, Istanbul, Turkey
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Hara-Isono K, Matsubara K, Fuke T, Yamazawa K, Satou K, Murakami N, Saitoh S, Nakabayashi K, Hata K, Ogata T, Fukami M, Kagami M. Genome-wide methylation analysis in Silver-Russell syndrome, Temple syndrome, and Prader-Willi syndrome. Clin Epigenetics 2020; 12:159. [PMID: 33092629 PMCID: PMC7583213 DOI: 10.1186/s13148-020-00949-8] [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: 06/30/2020] [Accepted: 10/13/2020] [Indexed: 12/19/2022] Open
Abstract
Background Imprinting disorders (IDs) show overlapping phenotypes, particularly in Silver–Russell syndrome (SRS), Temple syndrome (TS14), and Prader–Willi syndrome (PWS). These three IDs include fetal and postnatal growth failure, feeding difficulty, and muscular hypotonia as major clinical features. However, the mechanism that causes overlapping phenotypes has not been clarified. To investigate the presence or absence of methylation signatures associated with overlapping phenotypes, we performed genome-wide methylation analysis (GWMA). Results GWMA was carried out on 36 patients with three IDs (SRS [n = 16], TS14 [n = 7], PWS [n = 13]) and 11 child controls using HumanMethylation450 BeadChip including 475,000 CpG sites across the human genome. To reveal an aberrantly methylated region shared by SRS, TS14, and PWS groups, we compared genome-wide methylation data of the three groups with those of control subjects. All the identified regions were known as SRS-, TS14-, and PWS-related imprinting-associated differentially methylated regions (iDMRs), and there was no hypermethylated or hypomethylated region shared by different ID groups. To examine the methylation pattern shared by SRS, TS14, and PWS groups, we performed clustering analysis based on GWMA data. The result focusing on 620 probes at the 62 known iDMRs (except for SRS-, TS14-, and PWS-related iDMRs) classified patients into two categories: (1) category A, grossly normal methylation patterns mainly consisting of SRS group patients; and (2) category B, broad and mild hypermethylation patterns mainly consisting of TS14 and PWS group patients. However, we found no obvious relationship between these methylation patterns and phenotypes of patients. Conclusions GWMA in three IDs found no methylation signatures shared by SRS, TS14, and PWS groups. Although clustering analysis showed similar mild hypermethylation patterns in TS14 and PWS groups, further study is needed to clarify the effect of methylation patterns on the overlapping phenotypes.
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Affiliation(s)
- Kaori Hara-Isono
- Department of Molecular Endocrinology, National Research Institute for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo, 157-8535, Japan.,Department of Pediatrics, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Keiko Matsubara
- Department of Molecular Endocrinology, National Research Institute for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo, 157-8535, Japan
| | - Tomoko Fuke
- Department of Molecular Endocrinology, National Research Institute for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo, 157-8535, Japan
| | - Kazuki Yamazawa
- Department of Molecular Endocrinology, National Research Institute for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo, 157-8535, Japan.,Medical Genetics Center, National Hospital Organization Tokyo Medical Center, 2-5-1 Higashigaoka, Meguro-ku, Tokyo, 152-8902, Japan
| | - Kazuhito Satou
- Department of Genome Medicine, National Research Institute for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo, 157-8535, Japan
| | - Nobuyuki Murakami
- Department of Pediatrics, Dokkyo Medical University Saitama Medical Center, 2-1-50 Minami Koshigaya, Koshigaya, 343-8555, Japan
| | - Shinji Saitoh
- Department of Pediatrics and Neonatology, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, 467-8601, Japan
| | - Kazuhiko Nakabayashi
- Department of Maternal Fetal Biology, National Research Institute for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo, 157-8535, Japan
| | - Kenichiro Hata
- Department of Maternal Fetal Biology, National Research Institute for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo, 157-8535, Japan
| | - Tsutomu Ogata
- Department of Molecular Endocrinology, National Research Institute for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo, 157-8535, Japan.,Department of Pediatrics, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-ku, Hamamatsu, 431-3192, Japan
| | - Maki Fukami
- Department of Molecular Endocrinology, National Research Institute for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo, 157-8535, Japan
| | - Masayo Kagami
- Department of Molecular Endocrinology, National Research Institute for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo, 157-8535, Japan.
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Deyssenroth MA, Marsit CJ, Chen J, Lambertini L. In-depth characterization of the placental imprintome reveals novel differentially methylated regions across birth weight categories. Epigenetics 2020; 15:47-60. [PMID: 31403346 PMCID: PMC6961688 DOI: 10.1080/15592294.2019.1647945] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 06/11/2019] [Accepted: 06/18/2019] [Indexed: 01/05/2023] Open
Abstract
Imprinted genes play a pivotal role in placental processes underlying fetal development, and much interest centers on discerning whether these loci, via changes in DNA methylation and/or gene expression, inform disruptions in appropriate fetal growth. In this study, we comprehensively profiled DNA methylation across the placental imprintome and assessed the relationship with gene expression levels and aberrant fetal growth.Placental DNA methylation across 153 imprinted loci, including imprint control regions (ICR) and surrounding non-ICR regions, was surveyed using the Nimblegen TruSeq bisulfite sequencing platform among participants enrolled in the Rhode Island Child Health Study (RICHS, n = 163). Methylation and gene expression associations were assessed using eQTM analysis. Differential methylation analysis contrasting small (SGA) and large for gestational age (LGA) infants against appropriate for gestational age (AGA) infants was assessed using the DMRcate R package.We identified 34 SGA-related differentially methylated regions (DMRs) and 9 LGA-related DMRs (FDR<0.05), and these BW-DMRs predominated in promoter and intronic regions. We observed overall hypomethylation among SGA-DMRs overlapping maternally expressed (paternally imprinted) genes while no parent-of-origin effect was observed among LGA DMRs. Three BW-DMRs, mapping to GABRG3, IGF1R and MEST, were common to SGA and LGA placenta. We did not observe significant correlations between BW-DMR-associated CpG methylation and gene expression levels.We report the first in-depth characterization of the placental imprintome in a population-wide setting. Our findings reveal growth-related differences in methylation without concomitant expression differences in regions that extend beyond typically interrogated imprinted loci, highlighting potentially novel placental biomarkers of growth and development.
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Affiliation(s)
- Maya A. Deyssenroth
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Carmen J. Marsit
- Environmental Health at Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Jia Chen
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Obstetrics, Gynecology and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Luca Lambertini
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Obstetrics, Gynecology and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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7
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Bellanti JA. Epigenetic studies and pediatric research. Pediatr Res 2020; 87:378-384. [PMID: 31731288 DOI: 10.1038/s41390-019-0644-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Revised: 10/04/2019] [Accepted: 10/21/2019] [Indexed: 02/08/2023]
Abstract
The 2020 Annual Review Issue, "Preventing Disease in the 21st Century" was selected by the Editors-in-Chief of Pediatric Research to include a variety of disease entities that confront health-care practitioners entrusted to the care of infants and children. In keeping with this mandate, this article reviews the subject of epigenetics, which impacts pediatric research from bench to bedside. Epigenetic mechanisms exert their effects through the interaction of environment, various susceptibility genes, and immunologic development and include: (1) DNA methylation; (2) posttranslational modifications of histone proteins through acetylation and methylation, and (3) RNA-mediated gene silencing by microRNA (miRNA) regulation. The effects of epigenetics during fetal life and early periods of development are first reviewed together with clinical applications of cardiovascular and metabolic disorders in later life. The relationships of epigenetics to the allergic and autoimmune diseases and cancer are next reviewed. A specific focus of the article is directed to the recent recognition that many of these disorders are driven by aberrant immune responses in which immunoregulatory events are often poorly functioning and where through interventive epigenetic measures prevention may be possible by alterations in programming of DNA during fetal and early periods as well as in later life.
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Affiliation(s)
- Joseph A Bellanti
- Departments of Pediatrics and Microbiology-Immunology, Georgetown University Medical Center, Washington, DC, USA. .,International Center for Interdisciplinary Studies of Immunology (ICISI), Georgetown University Medical Center, Washington, DC, USA.
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8
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Martin-Herranz DE, Aref-Eshghi E, Bonder MJ, Stubbs TM, Choufani S, Weksberg R, Stegle O, Sadikovic B, Reik W, Thornton JM. Screening for genes that accelerate the epigenetic aging clock in humans reveals a role for the H3K36 methyltransferase NSD1. Genome Biol 2019; 20:146. [PMID: 31409373 PMCID: PMC6693144 DOI: 10.1186/s13059-019-1753-9] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Accepted: 07/03/2019] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Epigenetic clocks are mathematical models that predict the biological age of an individual using DNA methylation data and have emerged in the last few years as the most accurate biomarkers of the aging process. However, little is known about the molecular mechanisms that control the rate of such clocks. Here, we have examined the human epigenetic clock in patients with a variety of developmental disorders, harboring mutations in proteins of the epigenetic machinery. RESULTS Using the Horvath epigenetic clock, we perform an unbiased screen for epigenetic age acceleration in the blood of these patients. We demonstrate that loss-of-function mutations in the H3K36 histone methyltransferase NSD1, which cause Sotos syndrome, substantially accelerate epigenetic aging. Furthermore, we show that the normal aging process and Sotos syndrome share methylation changes and the genomic context in which they occur. Finally, we found that the Horvath clock CpG sites are characterized by a higher Shannon methylation entropy when compared with the rest of the genome, which is dramatically decreased in Sotos syndrome patients. CONCLUSIONS These results suggest that the H3K36 methylation machinery is a key component of the epigenetic maintenance system in humans, which controls the rate of epigenetic aging, and this role seems to be conserved in model organisms. Our observations provide novel insights into the mechanisms behind the epigenetic aging clock and we expect will shed light on the different processes that erode the human epigenetic landscape during aging.
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Affiliation(s)
- Daniel E. Martin-Herranz
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK
- Chronomics Ltd., Cambridge, UK
| | - Erfan Aref-Eshghi
- Department of Pathology and Laboratory Medicine, Western University, London, Canada
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, Canada
| | - Marc Jan Bonder
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | | | - Sanaa Choufani
- Genetics and Genome Biology Program, Research Institute, The Hospital for Sick Children, Toronto, Canada
| | - Rosanna Weksberg
- Genetics and Genome Biology Program, Research Institute, The Hospital for Sick Children, Toronto, Canada
| | - Oliver Stegle
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
- Division of Computational Genomics and Systems Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Bekim Sadikovic
- Department of Pathology and Laboratory Medicine, Western University, London, Canada
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, Canada
| | - Wolf Reik
- Epigenetics Programme, The Babraham Institute, Cambridge, UK
- Centre for Trophoblast Research, University of Cambridge, Cambridge, UK
- Wellcome Sanger Institute, Hinxton, Cambridge, UK
| | - Janet M. Thornton
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK
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Bend EG, Aref-Eshghi E, Everman DB, Rogers RC, Cathey SS, Prijoles EJ, Lyons MJ, Davis H, Clarkson K, Gripp KW, Li D, Bhoj E, Zackai E, Mark P, Hakonarson H, Demmer LA, Levy MA, Kerkhof J, Stuart A, Rodenhiser D, Friez MJ, Stevenson RE, Schwartz CE, Sadikovic B. Gene domain-specific DNA methylation episignatures highlight distinct molecular entities of ADNP syndrome. Clin Epigenetics 2019; 11:64. [PMID: 31029150 PMCID: PMC6487024 DOI: 10.1186/s13148-019-0658-5] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 03/27/2019] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND ADNP syndrome is a rare Mendelian disorder characterized by global developmental delay, intellectual disability, and autism. It is caused by truncating mutations in ADNP, which is involved in chromatin regulation. We hypothesized that the disruption of chromatin regulation might result in specific DNA methylation patterns that could be used in the molecular diagnosis of ADNP syndrome. RESULTS We identified two distinct and partially opposing genomic DNA methylation episignatures in the peripheral blood samples from 22 patients with ADNP syndrome. The "epi-ADNP-1" episignature included ~ 6000 mostly hypomethylated CpGs, and the "epi-ADNP-2" episignature included ~ 1000 predominantly hypermethylated CpGs. The two signatures correlated with the locations of the ADNP mutations. Epi-ADNP-1 mutations occupy the N- and C-terminus, and epi-ADNP-2 mutations are centered on the nuclear localization signal. The episignatures were enriched for genes involved in neuronal system development and function. A classifier trained on these profiles yielded full sensitivity and specificity in detecting patients with either of the two episignatures. Applying this model to seven patients with uncertain clinical diagnosis enabled reclassification of genetic variants of uncertain significance and assigned new diagnosis when the primary clinical suspicion was not correct. When applied to a large cohort of unresolved patients with developmental delay (N = 1150), the model predicted three additional previously undiagnosed patients to have ADNP syndrome. DNA sequencing of these subjects, wherever available, identified pathogenic mutations within the gene domains predicted by the model. CONCLUSIONS We describe the first Mendelian condition with two distinct episignatures caused by mutations in a single gene. These highly sensitive and specific DNA methylation episignatures enable diagnosis, screening, and genetic variant classifications in ADNP syndrome.
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Affiliation(s)
- Eric G. Bend
- Greenwood Genetic Center, 106 Gregor Mendel Cir, Greenwood, SC 29646 USA
- PreventionGenetics, Marshfield, WI USA
| | - Erfan Aref-Eshghi
- Department of Pathology and Laboratory Medicine, Western University, 800 Commissioner’s Road E, London, ON N6A 5W9 Canada
- Molecular Genetics Laboratory, Victoria Hospital, London Health Sciences Centre, London, ON Canada
| | - David B. Everman
- Greenwood Genetic Center, 106 Gregor Mendel Cir, Greenwood, SC 29646 USA
| | - R. Curtis Rogers
- Greenwood Genetic Center, 106 Gregor Mendel Cir, Greenwood, SC 29646 USA
| | - Sara S. Cathey
- Greenwood Genetic Center, 106 Gregor Mendel Cir, Greenwood, SC 29646 USA
| | - Eloise J. Prijoles
- Greenwood Genetic Center, 106 Gregor Mendel Cir, Greenwood, SC 29646 USA
| | - Michael J. Lyons
- Greenwood Genetic Center, 106 Gregor Mendel Cir, Greenwood, SC 29646 USA
| | - Heather Davis
- Greenwood Genetic Center, 106 Gregor Mendel Cir, Greenwood, SC 29646 USA
| | - Katie Clarkson
- Greenwood Genetic Center, 106 Gregor Mendel Cir, Greenwood, SC 29646 USA
| | | | - Dong Li
- Center for Applied Genomics, Children’s Hospital of Philadelphia, Philadelphia, PA USA
| | - Elizabeth Bhoj
- Center for Applied Genomics, Children’s Hospital of Philadelphia, Philadelphia, PA USA
| | - Elaine Zackai
- Division of Human Genetics, Children’s Hospital of Philadelphia, Philadelphia, PA USA
| | - Paul Mark
- Spectrum Health, Grand Rapids, MI USA
| | - Hakon Hakonarson
- Center for Applied Genomics, Children’s Hospital of Philadelphia, Philadelphia, PA USA
| | - Laurie A. Demmer
- Levine Children’s Hospital, Carolinas Medical Center, Charlotte, NC USA
| | - Michael A. Levy
- Department of Pathology and Laboratory Medicine, Western University, 800 Commissioner’s Road E, London, ON N6A 5W9 Canada
- Molecular Genetics Laboratory, Victoria Hospital, London Health Sciences Centre, London, ON Canada
| | - Jennifer Kerkhof
- Department of Pathology and Laboratory Medicine, Western University, 800 Commissioner’s Road E, London, ON N6A 5W9 Canada
- Molecular Genetics Laboratory, Victoria Hospital, London Health Sciences Centre, London, ON Canada
| | - Alan Stuart
- Department of Pathology and Laboratory Medicine, Western University, 800 Commissioner’s Road E, London, ON N6A 5W9 Canada
- Molecular Genetics Laboratory, Victoria Hospital, London Health Sciences Centre, London, ON Canada
| | - David Rodenhiser
- Department of Pediatrics, Biochemistry and Oncology, Western University, London, ON Canada
| | - Michael J. Friez
- Greenwood Genetic Center, 106 Gregor Mendel Cir, Greenwood, SC 29646 USA
| | - Roger E. Stevenson
- Greenwood Genetic Center, 106 Gregor Mendel Cir, Greenwood, SC 29646 USA
| | | | - Bekim Sadikovic
- Department of Pathology and Laboratory Medicine, Western University, 800 Commissioner’s Road E, London, ON N6A 5W9 Canada
- Molecular Genetics Laboratory, Victoria Hospital, London Health Sciences Centre, London, ON Canada
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10
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Aref-Eshghi E, Bend EG, Colaiacovo S, Caudle M, Chakrabarti R, Napier M, Brick L, Brady L, Carere DA, Levy MA, Kerkhof J, Stuart A, Saleh M, Beaudet AL, Li C, Kozenko M, Karp N, Prasad C, Siu VM, Tarnopolsky MA, Ainsworth PJ, Lin H, Rodenhiser DI, Krantz ID, Deardorff MA, Schwartz CE, Sadikovic B. Diagnostic Utility of Genome-wide DNA Methylation Testing in Genetically Unsolved Individuals with Suspected Hereditary Conditions. Am J Hum Genet 2019; 104:685-700. [PMID: 30929737 DOI: 10.1016/j.ajhg.2019.03.008] [Citation(s) in RCA: 107] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 03/05/2019] [Indexed: 12/13/2022] Open
Abstract
Conventional genetic testing of individuals with neurodevelopmental presentations and congenital anomalies (ND/CAs), i.e., the analysis of sequence and copy number variants, leaves a substantial proportion of them unexplained. Some of these cases have been shown to result from DNA methylation defects at a single locus (epi-variants), while others can exhibit syndrome-specific DNA methylation changes across multiple loci (epi-signatures). Here, we investigate the clinical diagnostic utility of genome-wide DNA methylation analysis of peripheral blood in unresolved ND/CAs. We generate a computational model enabling concurrent detection of 14 syndromes using DNA methylation data with full accuracy. We demonstrate the ability of this model in resolving 67 individuals with uncertain clinical diagnoses, some of whom had variants of unknown clinical significance (VUS) in the related genes. We show that the provisional diagnoses can be ruled out in many of the case subjects, some of whom are shown by our model to have other diseases initially not considered. By applying this model to a cohort of 965 ND/CA-affected subjects without a previous diagnostic assumption and a separate assessment of rare epi-variants in this cohort, we identify 15 case subjects with syndromic Mendelian disorders, 12 case subjects with imprinting and trinucleotide repeat expansion disorders, as well as 106 case subjects with rare epi-variants, a portion of which involved genes clinically or functionally linked to the subjects' phenotypes. This study demonstrates that genomic DNA methylation analysis can facilitate the molecular diagnosis of unresolved clinical cases and highlights the potential value of epigenomic testing in the routine clinical assessment of ND/CAs.
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11
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Sadikovic B, Aref-Eshghi E, Levy MA, Rodenhiser D. DNA methylation signatures in mendelian developmental disorders as a diagnostic bridge between genotype and phenotype. Epigenomics 2019; 11:563-575. [PMID: 30875234 DOI: 10.2217/epi-2018-0192] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Epigenetic and genetic mechanisms regulate the establishment and maintenance of gene expression in its proper context. Recent genome-wide mapping approaches have identified DNA methylation (DNAm) signatures in patients clinically diagnosed with syndromes manifesting as developmental disabilities with intellectual impairments. Here, we review recent studies in which these DNA methylation signatures have enabled highly sensitive and specific screening of such individuals and have clarified ambiguous cases where subjects present with genetic sequence variants of unknown clinical significance (VUS). We propose that these episignatures be considered as echoes and/or legacies of the initiating mutational events within proteins of the so-called epigenetic machinery. As well, we discuss approaches to directly confirm the functional consequences and the implications of these episignatures to patient management and treatment.
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Affiliation(s)
- Bekim Sadikovic
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, ON, N6A 5W9, Canada.,Department of Pathology & Laboratory Medicine, Western University, London, ON, N6A 3K7, Canada
| | - Erfan Aref-Eshghi
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, ON, N6A 5W9, Canada.,Department of Pathology & Laboratory Medicine, Western University, London, ON, N6A 3K7, Canada
| | - Michael A Levy
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, ON, N6A 5W9, Canada.,Department of Pathology & Laboratory Medicine, Western University, London, ON, N6A 3K7, Canada
| | - David Rodenhiser
- Departments of Pediatrics, Biochemistry & Oncology, Western University, London, ON, N6A 3K7, Canada.,Children's Health Research Institute & Lawson Health Research Institute, London, ON, N6C 2V5, Canada.,London Regional Cancer Program, Lawson Health Research Institute, London, ON, N6A 5W9, Canada
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12
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Aref-Eshghi E, Bend EG, Hood RL, Schenkel LC, Carere DA, Chakrabarti R, Nagamani SCS, Cheung SW, Campeau PM, Prasad C, Siu VM, Brady L, Tarnopolsky MA, Callen DJ, Innes AM, White SM, Meschino WS, Shuen AY, Paré G, Bulman DE, Ainsworth PJ, Lin H, Rodenhiser DI, Hennekam RC, Boycott KM, Schwartz CE, Sadikovic B. BAFopathies' DNA methylation epi-signatures demonstrate diagnostic utility and functional continuum of Coffin-Siris and Nicolaides-Baraitser syndromes. Nat Commun 2018; 9:4885. [PMID: 30459321 PMCID: PMC6244416 DOI: 10.1038/s41467-018-07193-y] [Citation(s) in RCA: 73] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Accepted: 10/18/2018] [Indexed: 01/16/2023] Open
Abstract
Coffin–Siris and Nicolaides–Baraitser syndromes (CSS and NCBRS) are Mendelian disorders caused by mutations in subunits of the BAF chromatin remodeling complex. We report overlapping peripheral blood DNA methylation epi-signatures in individuals with various subtypes of CSS (ARID1B, SMARCB1, and SMARCA4) and NCBRS (SMARCA2). We demonstrate that the degree of similarity in the epi-signatures of some CSS subtypes and NCBRS can be greater than that within CSS, indicating a link in the functional basis of the two syndromes. We show that chromosome 6q25 microdeletion syndrome, harboring ARID1B deletions, exhibits a similar CSS/NCBRS methylation profile. Specificity of this epi-signature was confirmed across a wide range of neurodevelopmental conditions including other chromatin remodeling and epigenetic machinery disorders. We demonstrate that a machine-learning model trained on this DNA methylation profile can resolve ambiguous clinical cases, reclassify those with variants of unknown significance, and identify previously undiagnosed subjects through targeted population screening. Mutations in genes encoding subunits of the BAF complex can cause Coffin–Siris and Nicolaides–Baraitser syndromes. Here the authors identify overlapping DNA methylation signatures in individuals with subtypes of these two syndromes that suggest a functional link and can be used to diagnose subjects with unclear clinical presentations.
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Affiliation(s)
- Erfan Aref-Eshghi
- Department of Pathology and Laboratory Medicine, Western University, London, N6A 5W9, ON, Canada.,Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, N6A 5W9, ON, Canada
| | - Eric G Bend
- Prevention Genetics, Marshfield, 54449, WI, USA
| | - Rebecca L Hood
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, K1H 8L1, ON, Canada
| | - Laila C Schenkel
- Department of Pathology and Laboratory Medicine, Western University, London, N6A 5W9, ON, Canada.,Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, N6A 5W9, ON, Canada
| | - Deanna Alexis Carere
- Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, N6A 5W9, ON, Canada
| | - Rana Chakrabarti
- Children's Health Research Institute, London, N6A 5W9, ON, Canada
| | - Sandesh C S Nagamani
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, 77030, TX, USA
| | - Sau Wai Cheung
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, 77030, TX, USA
| | - Philippe M Campeau
- Department of Pediatrics, University of Montreal, Montreal, H3C 3J7, QC, Canada
| | - Chitra Prasad
- Children's Health Research Institute, London, N6A 5W9, ON, Canada
| | - Victoria Mok Siu
- Children's Health Research Institute, London, N6A 5W9, ON, Canada
| | - Lauren Brady
- Department of Pediatrics, McMaster University, Hamilton, L8P 1A2, ON, Canada
| | - Mark A Tarnopolsky
- Department of Pediatrics, McMaster University, Hamilton, L8P 1A2, ON, Canada
| | - David J Callen
- Department of Pediatrics, McMaster University, Hamilton, L8P 1A2, ON, Canada
| | - A Micheil Innes
- Department of Medical Genetics, Alberta Children's Hospital Research Institute for Child and Maternal Health, University of Calgary, Calgary, T3B 6A8, AB, Canada
| | - Susan M White
- Department of Paediatrics, University of Melbourne, Melbourne, 3052, VIC, Australia
| | - Wendy S Meschino
- Genetics Program, North York General Hospital, Toronto, M2K 1E1, ON, Canada
| | - Andrew Y Shuen
- Children's Health Research Institute, London, N6A 5W9, ON, Canada
| | - Guillaume Paré
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, L8P 1A2, ON, Canada
| | - Dennis E Bulman
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, K1H 8L1, ON, Canada
| | - Peter J Ainsworth
- Department of Pathology and Laboratory Medicine, Western University, London, N6A 5W9, ON, Canada.,Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, N6A 5W9, ON, Canada
| | - Hanxin Lin
- Department of Pathology and Laboratory Medicine, Western University, London, N6A 5W9, ON, Canada.,Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, N6A 5W9, ON, Canada
| | - David I Rodenhiser
- Children's Health Research Institute, London, N6A 5W9, ON, Canada.,Department of Pediatrics, Biochemistry and Oncology, Western University, London, N6A 5W9, ON, Canada
| | - Raoul C Hennekam
- Department of Pediatrics, Academic Medical Center, University of Amsterdam, Amsterdam, 1012 WX, The Netherlands
| | - Kym M Boycott
- Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, K1H 8L1, ON, Canada
| | | | - Bekim Sadikovic
- Department of Pathology and Laboratory Medicine, Western University, London, N6A 5W9, ON, Canada. .,Molecular Genetics Laboratory, Molecular Diagnostics Division, London Health Sciences Centre, London, N6A 5W9, ON, Canada.
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13
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Tzika E, Dreker T, Imhof A. Epigenetics and Metabolism in Health and Disease. Front Genet 2018; 9:361. [PMID: 30279699 PMCID: PMC6153363 DOI: 10.3389/fgene.2018.00361] [Citation(s) in RCA: 67] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Accepted: 08/21/2018] [Indexed: 01/09/2023] Open
Abstract
In the next 10 years, one billion people are estimated to suffer from disabling consequences of metabolic disorders, making them the number one noncommunicable disease on a global scale by 2030. Lots of risk factors such as dietary intake, lack of exercise and other life style behaviors are considered to play a role in the development of metabolic disorders. Despite the efforts that have been undertaken to unravel their potential causes, the underlying molecular mechanisms remain elusive. Evidence suggests that the pathogenesis involves changes on chromatin and chromatin-modifying enzymes, which can contribute to a persistent dysregulated metabolic phenotype. Indeed, a rising number of studies links epigenetic alterations with the diagnosis and prognosis of metabolic disorders. A prerequisite for exploiting these findings for pharmacological intervention is a detailed understanding of how differential epigenetic modifications control cell metabolism. In this mini review, we summarize the recent advances in uncovering the interplay between epigenetics and metabolic pathways on a cellular level and highlight potential new avenues for alternative treatment strategies.
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Affiliation(s)
- Evangelia Tzika
- 4SC AG, Translational Pharmacology, Munich, Germany.,Faculty of Medicine, Ludwig Maximilians University of Munich, Munich, Germany
| | | | - Axel Imhof
- Faculty of Medicine, Ludwig Maximilians University of Munich, Munich, Germany.,Protein Analysis Unit (ZfP), Biomedical Center, Ludwig Maximilians University of Munich, Munich, Germany
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14
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Muurinen M, Hannula-Jouppi K, Reinius LE, Söderhäll C, Merid SK, Bergström A, Melén E, Pershagen G, Lipsanen-Nyman M, Greco D, Kere J. Hypomethylation of HOXA4 promoter is common in Silver-Russell syndrome and growth restriction and associates with stature in healthy children. Sci Rep 2017; 7:15693. [PMID: 29146936 PMCID: PMC5691194 DOI: 10.1038/s41598-017-16070-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 11/07/2017] [Indexed: 01/03/2023] Open
Abstract
Silver-Russell syndrome (SRS) is a growth retardation syndrome in which loss of methylation on chromosome 11p15 (11p15 LOM) and maternal uniparental disomy for chromosome 7 [UPD(7)mat] explain 20–60% and 10% of the syndrome, respectively. To search for a molecular cause for the remaining SRS cases, and to find a possible common epigenetic change, we studied DNA methylation pattern of more than 450 000 CpG sites in 44 SRS patients. Common to all three SRS subgroups, we found a hypomethylated region at the promoter region of HOXA4 in 55% of the patients. We then tested 39 patients with severe growth restriction of unknown etiology, and found hypomethylation of HOXA4 in 44% of the patients. Finally, we found that methylation at multiple CpG sites in the HOXA4 promoter region was associated with height in a cohort of 227 healthy children, suggesting that HOXA4 may play a role in regulating human growth by epigenetic mechanisms.
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Affiliation(s)
- Mari Muurinen
- Folkhälsan Institute of Genetics, Helsinki, and Research Programs Unit, Molecular Neurology, University of Helsinki, Helsinki, Finland
| | - Katariina Hannula-Jouppi
- Folkhälsan Institute of Genetics, Helsinki, and Research Programs Unit, Molecular Neurology, University of Helsinki, Helsinki, Finland.,Department of Dermatology, Skin and Allergy Hospital, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Lovisa E Reinius
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| | - Cilla Söderhäll
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden.,Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden
| | - Simon Kebede Merid
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Anna Bergström
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Centre for Occupational and Environmental Medicine, Stockholm County Council, Stockholm, Sweden
| | - Erik Melén
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Sachs' Children's Hospital, Södersjukhuset, Stockholm, Sweden.,Centre for Occupational and Environmental Medicine, Stockholm County Council, Stockholm, Sweden
| | - Göran Pershagen
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Centre for Occupational and Environmental Medicine, Stockholm County Council, Stockholm, Sweden
| | - Marita Lipsanen-Nyman
- Children's Hospital, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Dario Greco
- Institute of Biotechnology, University of Helsinki, Helsinki, Finland.,Faculty of Medicine and Life Sciences & Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland
| | - Juha Kere
- Folkhälsan Institute of Genetics, Helsinki, and Research Programs Unit, Molecular Neurology, University of Helsinki, Helsinki, Finland. .,Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden. .,School of Basic and Medical Biosciences, King's College London, Guy's Hospital, London, UK.
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15
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Wu D, Gong C, Su C. Genome-wide analysis of differential DNA methylation in Silver-Russell syndrome. SCIENCE CHINA-LIFE SCIENCES 2017. [PMID: 28624953 DOI: 10.1007/s11427-017-9079-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Silver-Russell Syndrome (SRS) is clinically heterogeneous disorder characterized by low birth weight, postnatal growth restriction, and variable dysmorphic features. Current evidence strongly implicates imprinted genes as an important etiology of SRS. Although almost half of the patients showed DNA hypomethylation at the H19/IGF2 imprinted domain, and approximately 7%-10% of SRS patients have maternal uniparental disomy of chromosome 7 (UPD (7) mat); the rest of the SRS patients shows unknown etiology. In this study, we investigate whether there are further DNA methylation defects in SRS patients. We measured DNA methylation in seven SRS patients and five controls at more than 485,000 CpG sites using DNA methylation microarrays. We analyzed methylation changes genome-wide and identified the differentially methylated regions (DMRs) using bisulfite sequencing and digital PCR. Our analysis identifies epimutations at the previously characterized domains of H19/IGF2, providing proof of principle that our methodology can detect the changes in DNA methylation at imprinted loci. In addition, our results showed a novel SRS associated imprinted gene OSBPL5 located on chromosome 11p14 with the probe cg25963939, which is hypomethylated in 4/7 patients (P=0.023, β=-0.243). We also report DMRs in other genes including TGFβ3, HSF1, GAP43, NOTCH4 and MYH14. These DMRs were found to be associated with SRS using GO pathway analysis. In this study, we identified the probe cg25963939, located at the 5'UTR of imprinted gene OSBPL5, as a novel DMR that is associated with SRS. This finding provides new insights into the mechanism of SRS etiology and aid the further stratification of SRS patients by molecular phenotypes.
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Affiliation(s)
- Di Wu
- Department of Endocrinology, Genetics and Metabolism, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, MOE Key Laboratory of Major Diseases in Children, Beijing, 100045, China
| | - Chunxiu Gong
- Department of Endocrinology, Genetics and Metabolism, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, MOE Key Laboratory of Major Diseases in Children, Beijing, 100045, China.
| | - Chang Su
- Department of Endocrinology, Genetics and Metabolism, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, MOE Key Laboratory of Major Diseases in Children, Beijing, 100045, China
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16
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Wakeling EL, Brioude F, Lokulo-Sodipe O, O'Connell SM, Salem J, Bliek J, Canton APM, Chrzanowska KH, Davies JH, Dias RP, Dubern B, Elbracht M, Giabicani E, Grimberg A, Grønskov K, Hokken-Koelega ACS, Jorge AA, Kagami M, Linglart A, Maghnie M, Mohnike K, Monk D, Moore GE, Murray PG, Ogata T, Petit IO, Russo S, Said E, Toumba M, Tümer Z, Binder G, Eggermann T, Harbison MD, Temple IK, Mackay DJG, Netchine I. Diagnosis and management of Silver-Russell syndrome: first international consensus statement. Nat Rev Endocrinol 2017; 13:105-124. [PMID: 27585961 DOI: 10.1038/nrendo.2016.138] [Citation(s) in RCA: 292] [Impact Index Per Article: 41.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
This Consensus Statement summarizes recommendations for clinical diagnosis, investigation and management of patients with Silver-Russell syndrome (SRS), an imprinting disorder that causes prenatal and postnatal growth retardation. Considerable overlap exists between the care of individuals born small for gestational age and those with SRS. However, many specific management issues exist and evidence from controlled trials remains limited. SRS is primarily a clinical diagnosis; however, molecular testing enables confirmation of the clinical diagnosis and defines the subtype. A 'normal' result from a molecular test does not exclude the diagnosis of SRS. The management of children with SRS requires an experienced, multidisciplinary approach. Specific issues include growth failure, severe feeding difficulties, gastrointestinal problems, hypoglycaemia, body asymmetry, scoliosis, motor and speech delay and psychosocial challenges. An early emphasis on adequate nutritional status is important, with awareness that rapid postnatal weight gain might lead to subsequent increased risk of metabolic disorders. The benefits of treating patients with SRS with growth hormone include improved body composition, motor development and appetite, reduced risk of hypoglycaemia and increased height. Clinicians should be aware of possible premature adrenarche, fairly early and rapid central puberty and insulin resistance. Treatment with gonadotropin-releasing hormone analogues can delay progression of central puberty and preserve adult height potential. Long-term follow up is essential to determine the natural history and optimal management in adulthood.
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Affiliation(s)
- Emma L Wakeling
- North West Thames Regional Genetics Service, London North West Healthcare NHS Trust, Watford Road, Harrow HA1 3UJ, UK
| | - Frédéric Brioude
- AP-HP, Hôpitaux Universitaires Paris Est (AP-HP) Hôpital des Enfants Armand Trousseau, Service d'Explorations Fonctionnelles Endocriniennes, 26 avenue du Dr Arnold Netter, 75012 Paris, France
- Centre de Recherche Saint Antoine, INSERM UMR S938, 34 rue Crozatier, 75012 Paris, France
- Sorbonne Universities, UPMC UNIV Paris 06, 4 place Jussieu, 75005 Paris, France
| | - Oluwakemi Lokulo-Sodipe
- Human Development and Health, Faculty of Medicine, University of Southampton, Southampton SO17 1BJ, UK
- Wessex Clinical Genetics Service, Princess Anne Hospital, University Hospital Southampton NHS Foundation Trust, Southampton SO16 6YD, UK
| | - Susan M O'Connell
- Department of Paediatrics and Child Health, Cork University Hospital, Wilton, Cork T12 DC4A, Ireland
| | - Jennifer Salem
- MAGIC Foundation, 6645 W. North Avenue, Oak Park, Illinois 60302, USA
| | - Jet Bliek
- Academic Medical Centre, Department of Clinical Genetics, Laboratory for Genome Diagnostics, Meibergdreef 15, 1105AZ Amsterdam, Netherlands
| | - Ana P M Canton
- Unidade de Endocrinologia Genetica, Laboratorio de Endocrinologia Celular e Molecular LIM/25, Disciplina de Endocrinologia da Faculdade de Medicina da Universidade de Sao Paulo, Av. Dr. Arnaldo, 455 5° andar sala 5340 (LIM25), 01246-000 São Paulo, SP, Brazil
| | - Krystyna H Chrzanowska
- Department of Medical Genetics, The Children's Memorial Health Institute, Al. Dzieci Polskich 20, 04-730 Warsaw, Poland
| | - Justin H Davies
- Department of Paediatric Endocrinology, University Hospital Southampton, Tremona Road, Southampton SO16 6YD, UK
| | - Renuka P Dias
- Institutes of Metabolism and Systems Research, Vincent Drive, University of Birmingham, Birmingham B15 2TT, UK
- Centre for Endocrinology, Diabetes and Metabolism, Vincent Drive, Birmingham Health Partners, Birmingham B15 2TH, UK
- Department of Paediatric Endocrinology and Diabetes, Birmingham Children's Hospital NHS Foundation Trust, Steelhouse Lane, Birmingham B4 6NH, UK
| | - Béatrice Dubern
- AP-HP, Hôpitaux Universitaires Paris Est (AP-HP) Hôpital des Enfants Armand Trousseau, Nutrition and Gastroenterology Department, 26 avenue du Dr Arnold Netter, 75012 Paris, France
- Trousseau Hospital, HUEP, APHP, UPMC, 75012 Paris, France
| | - Miriam Elbracht
- Insitute of Human Genetics, Technical University of Aachen, Pauwelsstr. 30, D-52074 Aachen, Germany
| | - Eloise Giabicani
- AP-HP, Hôpitaux Universitaires Paris Est (AP-HP) Hôpital des Enfants Armand Trousseau, Service d'Explorations Fonctionnelles Endocriniennes, 26 avenue du Dr Arnold Netter, 75012 Paris, France
- Centre de Recherche Saint Antoine, INSERM UMR S938, 34 rue Crozatier, 75012 Paris, France
- Sorbonne Universities, UPMC UNIV Paris 06, 4 place Jussieu, 75005 Paris, France
| | - Adda Grimberg
- Perelman School of Medicine, University of Pennsylvania, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Suite 11NW30, Philadelphia, Pennsylvania 19104, USA
| | - Karen Grønskov
- Applied Human Molecular Genetics, Kennedy Center, Department of Clinical Genetics, Copenhagen University Hospital, Rigshospitalet, Gl. Landevej 7, 2600 Glostrup, Copenhagen, Denmark
| | - Anita C S Hokken-Koelega
- Erasmus University Medical Center, Pediatrics, Subdivision of Endocrinology, Wytemaweg 80, 3015 CN, Rotterdam, Netherlands
| | - Alexander A Jorge
- Unidade de Endocrinologia Genetica, Laboratorio de Endocrinologia Celular e Molecular LIM/25, Disciplina de Endocrinologia da Faculdade de Medicina da Universidade de Sao Paulo, Av. Dr. Arnaldo, 455 5° andar sala 5340 (LIM25), 01246-000 São Paulo, SP, Brazil
| | - Masayo Kagami
- Department of Molecular Endocrinology, National Research Institute for Child Health and Development, 2-10-1 Ohkura, Setagayaku, Tokyo 157-8535, Japan
| | - Agnes Linglart
- APHP, Department of Pediatric Endocrinology, Reference Center for Rare Disorders of the Mineral Metabolism and Plateforme d'Expertise Paris Sud Maladies Rares, Hospital Bicêtre Paris Sud, 78 Rue du Général Leclerc, 94270 Le Kremlin-Bicêtre, France
| | - Mohamad Maghnie
- IRCCS Istituto Giannina Gaslini, University of Genova, Via Gerolamo Gaslini 5, 16147 Genova, Italy
| | - Klaus Mohnike
- Otto-von-Guericke University, Department of Pediatrics, Leipziger Street 44, 39120 Magdeburg, Germany
| | - David Monk
- Imprinting and Cancer Group, Cancer Epigenetic and Biology Program, Bellvitge Biomedical Research Institute, Gran via 199-203, Hospital Duran i Reynals, 08908, Barcelona, Spain
| | - Gudrun E Moore
- Fetal Growth and Development Group, Institute of Child Health, University College London, 30 Guilford Street, London WC1N 1EH, UK
| | - Philip G Murray
- Centre for Paediatrics and Child Health, Institute of Human Development, Royal Manchester Children's Hospital, Oxford Road, Manchester M13 9WL, UK
| | - Tsutomu Ogata
- Department of Pediatrics, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-ku, Hamamatsu 431-3192, Japan
| | - Isabelle Oliver Petit
- Pediatric Endocrinology, Genetic, Bone Disease &Gynecology Unit, Children's Hospital, TSA 70034, 31059 Toulouse, France
| | - Silvia Russo
- Instituto Auxologico Italiano, Cytogenetic and Molecular Genetic Laboratory, via Ariosto 13 20145 Milano, Italy
| | - Edith Said
- Department of Anatomy &Cell Biology, Centre for Molecular Medicine &Biobanking, Faculty of Medicine &Surgery, University of Malta, Msida MSD2090, Malta
- Section of Medical Genetics, Department of Pathology, Mater dei Hospital, Msida MSD2090, Malta
| | - Meropi Toumba
- IASIS Hospital, 8 Voriou Ipirou, 8036, Paphos, Cyprus
- The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Zeynep Tümer
- Applied Human Molecular Genetics, Kennedy Center, Department of Clinical Genetics, Copenhagen University Hospital, Rigshospitalet, Gl. Landevej 7, 2600 Glostrup, Copenhagen, Denmark
| | - Gerhard Binder
- University Children's Hospital, Pediatric Endocrinology, Hoppe-Seyler-Strasse 1, 72070 Tuebingen, Germany
| | - Thomas Eggermann
- Insitute of Human Genetics, Technical University of Aachen, Pauwelsstr. 30, D-52074 Aachen, Germany
| | - Madeleine D Harbison
- Mount Sinai School of Medicine, 5 E 98th Street #1192, New York, New York 10029, USA
| | - I Karen Temple
- Human Development and Health, Faculty of Medicine, University of Southampton, Southampton SO17 1BJ, UK
- Wessex Clinical Genetics Service, Princess Anne Hospital, University Hospital Southampton NHS Foundation Trust, Southampton SO16 6YD, UK
| | - Deborah J G Mackay
- Human Development and Health, Faculty of Medicine, University of Southampton, Southampton SO17 1BJ, UK
| | - Irène Netchine
- AP-HP, Hôpitaux Universitaires Paris Est (AP-HP) Hôpital des Enfants Armand Trousseau, Service d'Explorations Fonctionnelles Endocriniennes, 26 avenue du Dr Arnold Netter, 75012 Paris, France
- Centre de Recherche Saint Antoine, INSERM UMR S938, 34 rue Crozatier, 75012 Paris, France
- Sorbonne Universities, UPMC UNIV Paris 06, 4 place Jussieu, 75005 Paris, France
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17
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Grafodatskaya D, Choufani S, Basran R, Weksberg R. An Update on Molecular Diagnostic Testing of Human Imprinting Disorders. J Pediatr Genet 2016; 6:3-17. [PMID: 28180023 DOI: 10.1055/s-0036-1593840] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Accepted: 05/16/2016] [Indexed: 01/07/2023]
Abstract
Imprinted genes are expressed in a parent of origin manner. Dysregulation of imprinted genes expression causes various disorders associated with abnormalities of growth, neurodevelopment, and metabolism. Molecular mechanisms leading to imprinting disorders and strategies for their diagnosis are discussed in this review article.
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Affiliation(s)
- Daria Grafodatskaya
- Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Sanaa Choufani
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Raveen Basran
- Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada; Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Rosanna Weksberg
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada; Division of Clinical and Metabolic Genetics, The Hospital for Sick Children, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada; Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada; Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
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18
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Ishida M. New developments in Silver-Russell syndrome and implications for clinical practice. Epigenomics 2016; 8:563-80. [PMID: 27066913 DOI: 10.2217/epi-2015-0010] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Silver-Russell syndrome is a clinically and genetically heterogeneous disorder, characterized by prenatal and postnatal growth restriction, relative macrocephaly, body asymmetry and characteristic facial features. It is one of the imprinting disorders, which results as a consequence of aberrant imprinted gene expressions. Currently, maternal uniparental disomy of chromosome 7 accounts for approximately 10% of Silver-Russell syndrome cases, while ~50% of patients have hypomethylation at imprinting control region 1 at chromosome 11p15.5 locus, leaving ~40% of cases with unknown etiologies. This review aims to provide a comprehensive list of molecular defects in Silver-Russell syndrome reported to date and to highlight the importance of multiple-loci/tissue testing and trio (both parents and proband) screening. The epigenetic and phenotypic overlaps with other imprinting disorders will also be discussed.
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Affiliation(s)
- Miho Ishida
- University College London, Institute of Child Health, Genetics & Genomic Medicine programme, Genetics & Epigenetics in Health & Diseases Section, 30 Guilford Street, London, WC1N 1EH, UK
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Russo S, Calzari L, Mussa A, Mainini E, Cassina M, Di Candia S, Clementi M, Guzzetti S, Tabano S, Miozzo M, Sirchia S, Finelli P, Prontera P, Maitz S, Sorge G, Calcagno A, Maghnie M, Divizia MT, Melis D, Manfredini E, Ferrero GB, Pecile V, Larizza L. A multi-method approach to the molecular diagnosis of overt and borderline 11p15.5 defects underlying Silver-Russell and Beckwith-Wiedemann syndromes. Clin Epigenetics 2016; 8:23. [PMID: 26933465 PMCID: PMC4772365 DOI: 10.1186/s13148-016-0183-8] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2015] [Accepted: 02/08/2016] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Multiple (epi)genetic defects affecting the expression of the imprinted genes within the 11p15.5 chromosomal region underlie Silver-Russell (SRS) and Beckwith-Wiedemann (BWS) syndromes. The molecular diagnosis of these opposite growth disorders requires a multi-approach flowchart to disclose known primary and secondary (epi)genetic alterations; however, up to 20 and 30 % of clinically diagnosed BWS and SRS cases remain without molecular diagnosis. The complex structure of the 11p15 region with variable CpG methylation and low-rate mosaicism may account for missed diagnoses. Here, we demonstrate the relevance of complementary techniques for the assessment of different CpGs and the importance of testing multiple tissues to increase the SRS and BWS detection rate. RESULTS Molecular testing of 147 and 450 clinically diagnosed SRS and BWS cases provided diagnosis in 34 SRS and 185 BWS patients, with 9 SRS and 21 BWS cases remaining undiagnosed and herein referred to as "borderline." A flowchart including complementary techniques and, when applicable, the analysis of buccal swabs, allowed confirmation of the molecular diagnosis in all borderline cases. Comparison of methylation levels by methylation-specific multiplex ligation-dependent probe amplification (MS-MLPA) in borderline and control cases defined an interval of H19/IGF2:IG-DMR loss of methylation that was distinct between "easy to diagnose" and "borderline" cases, which were characterized by values ≤mean -3 standard deviations (SDs) compared to controls. Values ≥mean +1 SD at H19/IGF2: IG-DMR were assigned to borderline hypermethylated BWS cases and those ≤mean -2 SD at KCNQ1OT1: TSS-DMR to hypomethylated BWS cases; these were supported by quantitative pyrosequencing or Southern blot analysis. Six BWS cases suspected to carry mosaic paternal uniparental disomy of chromosome 11 were confirmed by SNP array, which detected mosaicism till 10 %. Regarding the clinical presentation, borderline SRS were representative of the syndromic phenotype, with exception of one patient, whereas BWS cases showed low frequency of the most common features except hemihyperplasia. CONCLUSIONS A conclusive molecular diagnosis was reached in borderline methylation cases, increasing the detection rate by 6 % for SRS and 5 % for BWS cases. The introduction of complementary techniques and additional tissue analyses into routine diagnostic work-up should facilitate the identification of cases undiagnosed because of mosaicism, a distinctive feature of epigenetic disorders.
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Affiliation(s)
- Silvia Russo
- Human Molecular Genetics Laboratory, IRCCS Istituto Auxologico Italiano, Milano, Italy
| | - Luciano Calzari
- Human Molecular Genetics Laboratory, IRCCS Istituto Auxologico Italiano, Milano, Italy
| | - Alessandro Mussa
- Department of Pediatric and Public Health Sciences, University of Turin, Torino, Italy
| | - Ester Mainini
- Human Molecular Genetics Laboratory, IRCCS Istituto Auxologico Italiano, Milano, Italy
| | - Matteo Cassina
- Clinical Genetics Unit, Department of Women's and Children's Health, University of Padua, Padova, Italy
| | - Stefania Di Candia
- Department of Pediatrics, San Raffaele Scientific Institute, Milano, Italy
| | - Maurizio Clementi
- Clinical Genetics Unit, Department of Women's and Children's Health, University of Padua, Padova, Italy
| | - Sara Guzzetti
- Human Molecular Genetics Laboratory, IRCCS Istituto Auxologico Italiano, Milano, Italy
| | - Silvia Tabano
- Division of Pathology - Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Department of Pathophysiology and Transplantation, University of Milan, Milano, Italy
| | - Monica Miozzo
- Division of Pathology - Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Department of Pathophysiology and Transplantation, University of Milan, Milano, Italy
| | - Silvia Sirchia
- Department of Health Sciences, University of Milan, Milano, Italy
| | - Palma Finelli
- Human Molecular Genetics Laboratory, IRCCS Istituto Auxologico Italiano, Milano, Italy
| | - Paolo Prontera
- Medical Genetics Unit, Department of Surgical and Biomedical Sciences, University of Perugia, Hospital "S. M. della Misericordia", Perugia, Italy
| | - Silvia Maitz
- Clinical Pediatric Genetics Unit, Pediatrics Clinics, MBBM Foundation, S. Gerardo Hospital, Monza, Italy
| | - Giovanni Sorge
- Department of Pediatrics and Medical Sciences, AO "Policlinico Vittorio Emanuele", Catania, Italy
| | - Annalisa Calcagno
- Pediatric Endocrine Unit, Department of Pediatrics, IRCCS, Children's Hospital Giannina Gaslini, Genova, Italy
| | - Mohamad Maghnie
- Pediatric Endocrine Unit, Department of Pediatrics, IRCCS, Children's Hospital Giannina Gaslini, Genova, Italy
| | - Maria Teresa Divizia
- Department of Medical Genetics, IRCCS, Children's Hospital Giannina Gaslini, Genova, Italy
| | - Daniela Melis
- Clinical Pediatric Genetics, Department of Pediatrics, University "Federico II", Napoli, Italy
| | - Emanuela Manfredini
- Medical Genetics Unit, Department of Laboratory Medicine, Niguarda Ca' Granda Hospital, Milano, Italy
| | | | - Vanna Pecile
- Institute for Maternal and Child Health, Foundation IRCCS Burlo Garofolo Institute, Trieste, Italy
| | - Lidia Larizza
- Human Molecular Genetics Laboratory, IRCCS Istituto Auxologico Italiano, Milano, Italy
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Abstract
PURPOSE OF REVIEW This article provides an update of the most striking new developments in the field of growth genetics over the past 12 months. RECENT FINDINGS A number of large genome-wide association studies have identified new genetic loci and pathways associated to human growth and adult height as well as related traits and comorbidities. New genetic causes of primordial dwarfism and several short stature syndromes have been elucidated. Moreover, a breakthrough finding of Xq26 microduplications as a cause of pituitary gigantism was made. Several new developments in imprinted growth-related genes (including the first human mutation in insulin-like growth factor II) and novel insights into the epigenetic regulation of growth have been reported. SUMMARY Genomic investigations continue to provide new insights into the genetic basis of human growth as well as its disorders.
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Affiliation(s)
- Christiaan de Bruin
- Cincinnati Center for Growth Disorders, Division of Endocrinology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
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21
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Rochtus A, Martin-Trujillo A, Izzi B, Elli F, Garin I, Linglart A, Mantovani G, Perez de Nanclares G, Thiele S, Decallonne B, Van Geet C, Monk D, Freson K. Genome-wide DNA methylation analysis of pseudohypoparathyroidism patients with GNAS imprinting defects. Clin Epigenetics 2016; 8:10. [PMID: 26819647 PMCID: PMC4728790 DOI: 10.1186/s13148-016-0175-8] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2015] [Accepted: 01/17/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Pseudohypoparathyroidism (PHP) is caused by (epi)genetic defects in the imprinted GNAS cluster. Current classification of PHP patients is hampered by clinical and molecular diagnostic overlaps. The European Consortium for the study of PHP designed a genome-wide methylation study to improve molecular diagnosis. METHODS The HumanMethylation 450K BeadChip was used to analyze genome-wide methylation in 24 PHP patients with parathyroid hormone resistance and 20 age- and gender-matched controls. Patients were previously diagnosed with GNAS-specific differentially methylated regions (DMRs) and include 6 patients with known STX16 deletion (PHP(Δstx16)) and 18 without deletion (PHP(neg)). RESULTS The array demonstrated that PHP patients do not show DNA methylation differences at the whole-genome level. Unsupervised clustering of GNAS-specific DMRs divides PHP(Δstx16) versus PHP(neg) patients. Interestingly, in contrast to the notion that all PHP patients share methylation defects in the A/B DMR while only PHP(Δstx16) patients have normal NESP, GNAS-AS1 and XL methylation, we found a novel DMR (named GNAS-AS2) in the GNAS-AS1 region that is significantly different in both PHP(Δstx16) and PHP(neg), as validated by Sequenom EpiTYPER in a larger PHP cohort. The analysis of 58 DMRs revealed that 8/18 PHP(neg) and 1/6 PHP(Δstx16) patients have multi-locus methylation defects. Validation was performed for FANCC and SVOPL DMRs. CONCLUSIONS This is the first genome-wide methylation study for PHP patients that confirmed that GNAS is the most significant DMR, and the presence of STX16 deletion divides PHP patients in two groups. Moreover, a novel GNAS-AS2 DMR affects all PHP patients, and PHP patients seem sensitive to multi-locus methylation defects.
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Affiliation(s)
- Anne Rochtus
- Department of Cardiovascular Sciences, Center for Molecular and Vascular Biology, University of Leuven, Campus Gasthuisberg, O&N1, Herestraat 49, Box 911, 3000 Leuven, Belgium ; Department of Pediatrics, University Hospitals Leuven, 3000 Leuven, Belgium
| | | | - Benedetta Izzi
- Department of Cardiovascular Sciences, Center for Molecular and Vascular Biology, University of Leuven, Campus Gasthuisberg, O&N1, Herestraat 49, Box 911, 3000 Leuven, Belgium
| | - Francesca Elli
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Endocrinology and Diabetology Unit, Department of Clinical Sciences and Community Health, University of Milan, 20122, Milan, Italy
| | - Intza Garin
- Molecular (Epi)Genetics Laboratory, BioAraba National Health Institute, Hospital Universitario Araba-Txagorritxu, 01009 Vitoria-Gasteiz, Spain
| | - Agnes Linglart
- Department of Pediatric Endocrinology and Diabetology for Children, APHP, Bicêtre Paris Sud, 94275 Le Kremlin Bicêtre, France ; Reference Center for Rare Disorders of the Mineral Metabolism and Plateforme d'Expertise Paris Sud, APHP, 94275 Le Kremlin Bicêtre, France
| | - Giovanna Mantovani
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Endocrinology and Diabetology Unit, Department of Clinical Sciences and Community Health, University of Milan, 20122, Milan, Italy
| | - Guiomar Perez de Nanclares
- Molecular (Epi)Genetics Laboratory, BioAraba National Health Institute, Hospital Universitario Araba-Txagorritxu, 01009 Vitoria-Gasteiz, Spain
| | - Suzanne Thiele
- Division of Experimental Paediatric Endocrinology and Diabetes, Department of Paediatrics, University of Luebeck, 23560 Luebeck, Germany
| | - Brigitte Decallonne
- Department of Clinical and Experimental Endocrinology, University of Leuven, 3000 Leuven, Belgium
| | - Chris Van Geet
- Department of Pediatrics, University Hospitals Leuven, 3000 Leuven, Belgium
| | - David Monk
- Laboratory of Genomic Imprinting and Cancer, IDIBELL, 08908 Barcelona, Spain
| | - Kathleen Freson
- Department of Cardiovascular Sciences, Center for Molecular and Vascular Biology, University of Leuven, Campus Gasthuisberg, O&N1, Herestraat 49, Box 911, 3000 Leuven, Belgium
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22
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Soellner L, Monk D, Rezwan FI, Begemann M, Mackay D, Eggermann T. Congenital imprinting disorders: Application of multilocus and high throughput methods to decipher new pathomechanisms and improve their management. Mol Cell Probes 2015; 29:282-90. [DOI: 10.1016/j.mcp.2015.05.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2015] [Revised: 05/02/2015] [Accepted: 05/05/2015] [Indexed: 12/17/2022]
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