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Ronemus M, Bradford D, Laster Z, Li S. Exploring genome-transcriptome correlations in cancer. Biochem Soc Trans 2025; 53:BST20240108. [PMID: 39910794 DOI: 10.1042/bst20240108] [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: 09/28/2024] [Revised: 12/16/2024] [Accepted: 12/23/2024] [Indexed: 02/07/2025]
Abstract
We examine the complex relationship between genomic copy number variation (CNV) and gene expression, highlighting the relevance to cancer biology and other biological contexts. By tracing the history of genometranscriptome correlations, we emphasize the complexity and challenges in understanding these interactions, particularly within the heterogeneous landscape of human cancers. Recent advances in computational algorithms and high-throughput single-cell multi-omic sequencing technologies are discussed, demonstrating their potential to refine our understanding of cancer biology and their limitations. The integration of genomic and transcriptomic analyses, which offers novel insights into tumor evolution and heterogeneity as well as therapeutic strategies, is presented as a crucial approach for advancing cancer research.
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Affiliation(s)
- Michael Ronemus
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, U.S.A
| | - Daniel Bradford
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, U.S.A
| | - Zachary Laster
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, U.S.A
| | - Siran Li
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, U.S.A
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2
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Stafstrom CE, Shao LR. Infantile Spasms in Pediatric Down Syndrome: Potential Mechanisms Driving Therapeutic Considerations. CHILDREN (BASEL, SWITZERLAND) 2024; 11:1513. [PMID: 39767942 PMCID: PMC11674231 DOI: 10.3390/children11121513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Revised: 12/10/2024] [Accepted: 12/11/2024] [Indexed: 01/11/2025]
Abstract
Infantile spasms are common in Down Syndrome (DS), but the mechanisms by which DS predisposes to this devastating epilepsy syndrome are unclear. In general, neuronal excitability and therefore seizure predisposition results from an imbalance of excitation over inhibition in neurons and neural networks of the brain. Animal models provide clues to mechanisms and thereby provide potential therapeutic approaches. Ts65Dn mice have been the most widely used animal model of DS. In this model, there is evidence for both abnormal cerebral excitation and inhibition: infantile spasms-like clinical and electrographic activity can be elicited by the administration of gamma-aminobutyric acid (GABA)-B receptor agonist, gamma-butyrolactone (GBL), and depolarizing GABA-A responses persist beyond the age of their usual switch to hyperpolarized responses. But despite its widespread use, the Ts65Dn model may be suboptimal because of the absence of numerous genes that are triplicated in human DS and the presence of numerous genes that are not triplicated in human DS. Recently, a transchromosomic mouse artificial chromosome 21 (TcMAC21) mouse model has been developed, which carries a copy of human chromosome 21 and therefore has a genetic composition more similar to human DS. As in Ts65Dn mice, exposure of TcMAC21 mice to GBL results in epileptic spasms, and aberrant excitation has also been demonstrated. This review summarizes excitatory and inhibitory dysfunction in models of DS that may play a role in the generation of seizures and infantile spasms, providing a perspective on past studies and a prelude for future ones. Further elucidation will hopefully lead to rational therapeutic options for DS children with infantile spasms.
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Affiliation(s)
- Carl E. Stafstrom
- Division of Pediatric Neurology, Department of Neurology, The Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA;
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3
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Hafiz A, Alvarino, Yanwirasti, Trimartani. Description of Clinical Facial Analysis of Down Syndrome Patients Using Rhinobase Software: An Anthropometric Study. Indian J Otolaryngol Head Neck Surg 2024; 76:5113-5118. [PMID: 39558995 PMCID: PMC11569097 DOI: 10.1007/s12070-024-04875-6] [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: 05/10/2024] [Accepted: 07/04/2024] [Indexed: 11/20/2024] Open
Abstract
INTRODUCTION Patients with Down syndrome have distinctive facial characteristics. Physical abnormalities that have many similarities make people with Down syndrome very similar to each other. This study aimed to determine the clinical facial analysis of patients with Down syndrome using Rhinobase Software. METHODS A descriptive observational study was conducted on patients with Down syndrome aged 10-29 years who met the criteria. Data were obtained through history taking, general facial physical examination and ENT-HN examination. Facial analysis using Rhinobase software. RESULT The results obtained were analyzed using the SPSS program. The average age of the sample was 17.7 ± 4.8 years with 73% of the sample being male. In the vertical facial assessment, the proportion of LFH > UFH > MFH was obtained. In the horizontal face assessment, 96% of the samples have En-En < Al-Al ratios. The proportion of the lower face height of people with Down syndrome to the whole face is greater than the proportion of the upper and middle height of the face. CONCLUSION The value of the intercanthal distance is greater than the mean ideal intercanthal distance, and the highest proportion was the intercanthal distance which was smaller than the width of the ala nasi.
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Affiliation(s)
- Al Hafiz
- Department of Otorhinolaryngology Head and Neck Surgery, Faculty of Medicine Universitas Andalas, Padang, Indonesia
| | - Alvarino
- Department of Surgery, Faculty of Medicine, Universitas Andalas, Padang, Indonesia
| | - Yanwirasti
- Department of Anatomy, Faculty of Medicine Universitas Andalas, Padang, Indonesia
| | - Trimartani
- Department of Otorhinolaryngology Head and Neck Surgery, Faculty of Medicine Universitas Indonesia, Jakarta, Indonesia
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Huang T, Fakurazi S, Cheah PS, Ling KH. Chromosomal and cellular therapeutic approaches for Down syndrome: A research update. Biochem Biophys Res Commun 2024; 735:150664. [PMID: 39260337 DOI: 10.1016/j.bbrc.2024.150664] [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: 06/01/2024] [Revised: 08/20/2024] [Accepted: 09/03/2024] [Indexed: 09/13/2024]
Abstract
In individuals with Down syndrome (DS), an additional HSA21 chromosome copy leads to the overexpression of a myriad of HSA21 genes, disrupting the transcription of the entire genome. This dysregulation in transcription and post-transcriptional modifications contributes to abnormal phenotypes across nearly all tissues and organs in DS individuals. The array of severe clinical symptoms associated with trisomy 21 poses a considerable challenge in the quest for a cure for DS. Fortunately, a wealth of research suggests that chromosome therapy, hinging on cutting-edge genome editing technologies, can potentially eliminate the extra copy of the human chromosome 21. Genome editing tools have demonstrated their efficacy in restoring trisomy to a normal diploid state in vitro DS cell models. Furthermore, we delve into the noteworthy findings in cellular therapy for DS, with recent studies showcasing the increasing feasibility of strategies involving stem cells and CAR T-cells to address corresponding clinical phenotypes.
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Affiliation(s)
- Tan Huang
- Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia
| | - Sharida Fakurazi
- Department of Human Anatomy, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia
| | - Pike-See Cheah
- Department of Human Anatomy, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia; Malaysian Research Institute on Ageing (MyAgeing(TM)), Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia
| | - King-Hwa Ling
- Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia; Malaysian Research Institute on Ageing (MyAgeing(TM)), Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia.
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5
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Mulder RH, Neumann A, Felix JF, Suderman M, Cecil CAM. Characterising developmental dynamics of adult epigenetic clock sites. EBioMedicine 2024; 109:105425. [PMID: 39471750 PMCID: PMC11550723 DOI: 10.1016/j.ebiom.2024.105425] [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: 04/10/2024] [Revised: 10/14/2024] [Accepted: 10/14/2024] [Indexed: 11/01/2024] Open
Abstract
BACKGROUND DNA methylation (DNAm), an epigenetic mechanism that regulates gene activity in response to genetic and environmental influences, changes as we age. DNAm at specific sites on the genome can be used to calculate 'epigenetic clocks', which are powerful biomarkers of age, as well as of ageing. However, little is known about how these clock sites 'behave' during development and what factors influence their variability in early life. This knowledge could be used to optimise healthy ageing well before the onset of age-related conditions. METHODS We leveraged results from two longitudinal population-based cohorts (N = 5019 samples from 2348 individuals) to characterise trajectories of adult clock sites from birth to early adulthood. To explore what factors may drive early individual differences at these clock sites, we also tested for enrichment of genetic factors and prenatal exposures based on existing epigenome-wide association meta-analyses. FINDINGS We find that clock sites (i) diverge widely in their developmental trajectories, often showing non-linear change over time; (ii) are substantially more likely than non-clock sites to vary between individuals already from birth, differences that are predictive of DNAm variation at later ages; and (iii) show enrichment for genetic influences and prenatal environmental exposures, including prenatal smoking, diet and maternal physical health conditions. INTERPRETATION These results suggests that age(ing)-related epigenetic processes might originate-and differ between individuals-already very early in development. Understanding what drives these differences may in future help us to devise better strategies to promote healthy ageing. FUNDING This research was conducted while C.A.M.C. was a Hevolution/AFAR New Investigator Awardee in Aging Biology and Geroscience Research. Full personal funding details, as well as cohort funding details, can be found in the Acknowledgements.
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Affiliation(s)
- Rosa H Mulder
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
| | - Alexander Neumann
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
| | - Janine F Felix
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
| | - Matthew Suderman
- MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
| | - Charlotte A M Cecil
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Molecular Epidemiology, Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands.
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6
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Kozlov G, Franceschi C, Vedunova M. Intricacies of aging and Down syndrome. Neurosci Biobehav Rev 2024; 164:105794. [PMID: 38971514 DOI: 10.1016/j.neubiorev.2024.105794] [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: 04/11/2024] [Revised: 06/26/2024] [Accepted: 07/01/2024] [Indexed: 07/08/2024]
Abstract
Down syndrome is the most frequently occurring genetic condition, with a substantial escalation in risk associated with advanced maternal age. The syndrome is characterized by a diverse range of phenotypes, affecting to some extent all levels of organization, and its progeroid nature - early manifestation of aspects of the senile phenotype. Despite extensive investigations, many aspects and mechanisms of the disease remain unexplored. The current review aims to provide an overview of the main causes and manifestations of Down syndrome, while also examining the phenomenon of accelerated aging and exploring potential therapeutic strategies.
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Affiliation(s)
- G Kozlov
- Institute of Biology and Biomedicine, Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Gagarin ave., 23, 603022, Russia
| | - C Franceschi
- Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Gagarin ave., 23, 603022, Russia
| | - M Vedunova
- Institute of Biology and Biomedicine, Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Gagarin ave., 23, 603022, Russia; Prokhorov General Physics Institute of the Russian Academy of Sciences, 38 Vavilov str., 119991 Moscow, Russia.
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7
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Ackerman WE, Rigo MM, DaSilva-Arnold SC, Do C, Tariq M, Salas M, Castano A, Zamudio S, Tycko B, Illsley NP. Epigenetic changes regulating the epithelial-mesenchymal transition in human trophoblast differentiation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.02.601748. [PMID: 39005325 PMCID: PMC11244995 DOI: 10.1101/2024.07.02.601748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
Abstract
The phenotype of human placental extravillous trophoblast (EVT) at the end of pregnancy reflects both first trimester differentiation from villous cytotrophoblast (CTB) and later gestational changes, including loss of proliferative and invasive capacity. Invasion abnormalities are central to two major placental pathologies, preeclampsia and placenta accreta spectrum, so characterization of the corresponding normal processes is crucial. In this report, our gene expression analysis, using purified human CTB and EVT cells, highlights an epithelial-mesenchymal transition (EMT) mechanism underlying CTB-EVT differentiation and provides a trophoblast-specific EMT signature. In parallel, DNA methylation profiling shows that CTB cells, already hypomethylated relative to non-trophoblast cell lineages, show further genome-wide hypomethylation in the transition to EVT. However, a small subgroup of genes undergoes gains of methylation (GOM) in their regulatory regions or gene bodies, associated with differential mRNA expression (DE). Prominent in this GOM-DE group are genes involved in the EMT, including multiple canonical EMT markers and the EMT-linked transcription factor RUNX1, for which we demonstrate a functional role in modulating the migratory and invasive capacities of JEG3 trophoblast cells. This analysis of DE associated with locus-specific GOM, together with functional studies of an important GOM-DE gene, highlights epigenetically regulated genes and pathways acting in human EVT differentiation and invasion, with implications for obstetric disorders in which these processes are dysregulated.
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Affiliation(s)
- William E. Ackerman
- Department of Obstetrics and Gynecology and AI.Health4All Center for Health Equity Using Machine Learning and Artificial Intelligence, University of Illinois College of Medicine, Chicago, USA
| | - Mauricio M. Rigo
- Hackensack Meridian Health Center for Discovery and Innovation, Nutley, NJ
| | - Sonia C. DaSilva-Arnold
- Department of Obstetrics and Gynecology, Hackensack University Medical Center, Hackensack NJ
| | - Catherine Do
- Hackensack Meridian Health Center for Discovery and Innovation, Nutley, NJ
| | - Mariam Tariq
- Hackensack Meridian Health Center for Discovery and Innovation, Nutley, NJ
| | - Martha Salas
- Hackensack Meridian Health Center for Discovery and Innovation, Nutley, NJ
| | - Angelica Castano
- Hackensack Meridian Health Center for Discovery and Innovation, Nutley, NJ
| | - Stacy Zamudio
- Department of Obstetrics and Gynecology, Hackensack University Medical Center, Hackensack NJ
| | - Benjamin Tycko
- Hackensack Meridian Health Center for Discovery and Innovation, Nutley, NJ
| | - Nicholas P. Illsley
- Department of Obstetrics and Gynecology, Hackensack University Medical Center, Hackensack NJ
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8
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Sierra C, Sabariego-Navarro M, Fernández-Blanco Á, Cruciani S, Zamora-Moratalla A, Novoa EM, Dierssen M. The lncRNA Snhg11, a new candidate contributing to neurogenesis, plasticity, and memory deficits in Down syndrome. Mol Psychiatry 2024; 29:2117-2134. [PMID: 38409595 DOI: 10.1038/s41380-024-02440-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 01/16/2024] [Accepted: 01/17/2024] [Indexed: 02/28/2024]
Abstract
Down syndrome (DS) stands as the prevalent genetic cause of intellectual disability, yet comprehensive understanding of its cellular and molecular underpinnings remains limited. In this study, we explore the cellular landscape of the hippocampus in a DS mouse model, the Ts65Dn, through single-nuclei transcriptional profiling. Our findings demonstrate that trisomy manifests as a highly specific modification of the transcriptome within distinct cell types. Remarkably, we observed a significant shift in the transcriptomic profile of granule cells in the dentate gyrus (DG) associated with trisomy. We identified the downregulation of a specific small nucleolar RNA host gene, Snhg11, as the primary driver behind this observed shift in the trisomic DG. Notably, reduced levels of Snhg11 in this region were also observed in a distinct DS mouse model, the Dp(16)1Yey, as well as in human postmortem brain tissue, indicating its relevance in Down syndrome. To elucidate the function of this long non-coding RNA (lncRNA), we knocked down Snhg11 in the DG of wild-type mice. Intriguingly, this intervention alone was sufficient to impair synaptic plasticity and adult neurogenesis, resembling the cognitive phenotypes associated with trisomy in the hippocampus. Our study uncovers the functional role of Snhg11 in the DG and underscores the significance of this lncRNA in intellectual disability. Furthermore, our findings highlight the importance of DG in the memory deficits observed in Down syndrome.
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Affiliation(s)
- Cesar Sierra
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain.
| | - Miguel Sabariego-Navarro
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
- Universitat Pompeu Fabra (UPF), Dr Aiguader 88, Barcelona, 08003, Spain
| | - Álvaro Fernández-Blanco
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Sonia Cruciani
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
- Universitat Pompeu Fabra (UPF), Dr Aiguader 88, Barcelona, 08003, Spain
| | - Alfonsa Zamora-Moratalla
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Eva Maria Novoa
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
- Universitat Pompeu Fabra (UPF), Dr Aiguader 88, Barcelona, 08003, Spain
| | - Mara Dierssen
- Universitat Pompeu Fabra (UPF), Dr Aiguader 88, Barcelona, 08003, Spain.
- Biomedical Research Networking Center for Rare Diseases (CIBERER), Barcelona, Spain.
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Ravaioli F, Stagni F, Guidi S, Pirazzini C, Garagnani P, Silvani A, Zoccoli G, Bartesaghi R, Bacalini MG. Increased hippocampal epigenetic age in the Ts65Dn mouse model of Down Syndrome. Front Aging Neurosci 2024; 16:1401109. [PMID: 38836050 PMCID: PMC11148439 DOI: 10.3389/fnagi.2024.1401109] [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: 03/14/2024] [Accepted: 05/06/2024] [Indexed: 06/06/2024] Open
Abstract
Down syndrome (DS) is a segmental progeroid genetic disorder associated with multi-systemic precocious aging phenotypes, which are particularly evident in the immune and nervous systems. Accordingly, people with DS show an increased biological age as measured by epigenetic clocks. The Ts65Dn trisomic mouse, which harbors extra-numerary copies of chromosome 21 (Hsa21)-syntenic regions, was shown to recapitulate several progeroid features of DS, but no biomarkers of age have been applied to it so far. In this pilot study, we used a mouse-specific epigenetic clock to measure the epigenetic age of hippocampi from Ts65Dn and euploid mice at 20 weeks. Ts65Dn mice showed an increased epigenetic age in comparison with controls, and the observed changes in DNA methylation partially recapitulated those observed in hippocampi from people with DS. Collectively, our results support the use of the Ts65Dn model to decipher the molecular mechanisms underlying the progeroid DS phenotypes.
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Affiliation(s)
| | - Fiorenza Stagni
- Department for Life Quality Studies, University of Bologna, Rimini, Italy
| | - Sandra Guidi
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Chiara Pirazzini
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
| | - Paolo Garagnani
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Alessandro Silvani
- PRISM Lab, Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Giovanna Zoccoli
- PRISM Lab, Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Renata Bartesaghi
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
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10
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Sierra C, Sabariego-Navarro M, Fernández-Blanco Á, Cruciani S, Zamora-Moratalla A, Novoa EM, Dierssen M. The lncRNA Snhg11, a new candidate contributing to neurogenesis, plasticity and memory deficits in Down syndrome. RESEARCH SQUARE 2023:rs.3.rs-3184329. [PMID: 37841843 PMCID: PMC10571621 DOI: 10.21203/rs.3.rs-3184329/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2023]
Abstract
Down syndrome (DS) stands as the prevalent genetic cause of intellectual disability, yet comprehensive understanding of its cellular and molecular underpinnings remains limited. In this study, we explore the cellular landscape of the hippocampus in a DS mouse model through single-nuclei transcriptional profiling. Our findings demonstrate that trisomy manifests as a highly specific modification of the transcriptome within distinct cell types. Remarkably, we observed a significant shift in the transcriptomic profile of granule cells in the dentate gyrus (DG) associated with trisomy. We identified the downregulation of a specific small nucleolar RNA host gene, Snhg11, as the primary driver behind this observed shift in the trisomic DG. Notably, reduced levels of Snhg11 in this region were also observed in a distinct DS mouse model, the Dp(16)1Yey, as well as in human postmortem tissue, indicating its relevance in Down syndrome. To elucidate the function of this long non-coding RNA (lncRNA), we knocked down Snhg11 in the DG of wild-type mice. Intriguingly, this intervention alone was sufficient to impair synaptic plasticity and adult neurogenesis, resembling the cognitive phenotypes associated with trisomy in the hippocampus. Our study uncovers the functional role of Snhg11 in the DG and underscores the significance of this lncRNA in intellectual disability. Furthermore, our findings highlight the importance of the DG in the memory deficits observed in Down syndrome.
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Affiliation(s)
- Cesar Sierra
- Center for Genomic Regulation, The Barcelona Institute for Science and Technology, 08003 Barcelona, Spain
| | - Miguel Sabariego-Navarro
- Center for Genomic Regulation, The Barcelona Institute for Science and Technology, 08003 Barcelona, Spain
| | - Álvaro Fernández-Blanco
- Center for Genomic Regulation, The Barcelona Institute for Science and Technology, 08003 Barcelona, Spain
| | - Sonia Cruciani
- Center for Genomic Regulation, The Barcelona Institute for Science and Technology, 08003 Barcelona, Spain
| | - Alfonsa Zamora-Moratalla
- Center for Genomic Regulation, The Barcelona Institute for Science and Technology, 08003 Barcelona, Spain
| | - Eva Maria Novoa
- Center for Genomic Regulation, The Barcelona Institute for Science and Technology, 08003 Barcelona, Spain
- Department of Experimental and Health Sciences, University Pompeu Fabra, 08003 Barcelona, Spain
| | - Mara Dierssen
- Center for Genomic Regulation, The Barcelona Institute for Science and Technology, 08003 Barcelona, Spain
- Department of Experimental and Health Sciences, University Pompeu Fabra, 08003 Barcelona, Spain
- Biomedical Research Networking Center for Rare Diseases (CIBERER), 08003 Barcelona, Spain
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11
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Shaikh A, Li YQ, Lu J. Perspectives on pain in Down syndrome. Med Res Rev 2023; 43:1411-1437. [PMID: 36924439 DOI: 10.1002/med.21954] [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: 05/07/2021] [Revised: 01/08/2023] [Accepted: 02/28/2023] [Indexed: 03/18/2023]
Abstract
Down syndrome (DS) or trisomy 21 is a genetic condition often accompanied by chronic pain caused by congenital abnormalities and/or conditions, such as osteoarthritis, recurrent infections, and leukemia. Although DS patients are more susceptible to chronic pain as compared to the general population, the pain experience in these individuals may vary, attributed to the heterogenous structural and functional differences in the central nervous system, which might result in abnormal pain sensory information transduction, transmission, modulation, and perception. We tried to elaborate on some key questions and possible explanations in this review. Further clarification of the mechanisms underlying such abnormal conditions induced by the structural and functional differences is needed to help pain management in DS patients.
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Affiliation(s)
- Ammara Shaikh
- Department of Human Anatomy, College of Basic Medical Sciences, China Medical University, Shenyang, Liaoning Province, China
| | - Yun-Qing Li
- Department of Anatomy, Histology, and Embryology & K. K. Leung Brain Research Centre, The Fourth Military Medical University, Xi'an, Shaanxi Province, China
- Department of Anatomy, Basic Medical College, Zhengzhou University, Zhengzhou, China
| | - Jie Lu
- Department of Human Anatomy, College of Basic Medical Sciences, China Medical University, Shenyang, Liaoning Province, China
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Bejaoui Y, Alresheq S, Durand S, Vilaire-Meunier M, Maillebouis L, Zen AAH, Mégarbané A, Hajj NE. DNA methylation profiling in Trisomy 21 females with and without breast cancer. Front Oncol 2023; 13:1203483. [PMID: 37538118 PMCID: PMC10395079 DOI: 10.3389/fonc.2023.1203483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 07/03/2023] [Indexed: 08/05/2023] Open
Abstract
Background Down Syndrome (DS) is the most common chromosome anomaly in humans and occurs due to an extra copy of chromosome 21. The malignancy profile in DS is unique, since DS patients have a low risk of developing solid tumors such as breast cancer however they are at higher risk of developing acute myeloid leukemia and acute lymphoblastic leukemia. Methods In this study, we investigated DNA methylation signatures and epigenetic aging in DS individuals with and without breast cancer. We analyzed DNA methylation patterns in Trisomy 21 (T21) individuals without breast cancer (T21-BCF) and DS individuals with breast cancer (T21-BC), using the Infinium Methylation EPIC BeadChip array. Results Our results revealed several differentially methylated sites and regions in the T21-BC patients that were associated with changes in gene expression. The differentially methylated CpG sites were enriched for processes related to serine-type peptidase activity, epithelial cell development, GTPase activity, bicellular tight junction, Ras protein signal transduction, etc. On the other hand, the epigenetic age acceleration analysis showed no difference between T21-BC and T21-BCF patients. Conclusions This is the first study to investigate DNA methylation changes in Down syndrome women with and without breast cancer and it could help shed light on factors that protect against breast cancer in DS.
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Affiliation(s)
- Yosra Bejaoui
- College of Health and Life Sciences, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar
| | - Sara Alresheq
- College of Health and Life Sciences, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar
| | | | | | | | - Ayman Al Haj Zen
- College of Health and Life Sciences, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar
| | - André Mégarbané
- Institut Jérôme Lejeune, Paris, France
- Department of Human Genetics, Gilbert and Rose-Marie Chagoury School of Medicine, Lebanese American University, Byblos, Lebanon
| | - Nady El Hajj
- College of Health and Life Sciences, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar
- College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar
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13
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Zhang Z, Stolrow HG, Christensen BC, Salas LA. Down Syndrome Altered Cell Composition in Blood, Brain, and Buccal Swab Samples Profiled by DNA-Methylation-Based Cell-Type Deconvolution. Cells 2023; 12:1168. [PMID: 37190077 PMCID: PMC10136493 DOI: 10.3390/cells12081168] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 04/10/2023] [Accepted: 04/11/2023] [Indexed: 05/17/2023] Open
Abstract
Down syndrome (DS) is a genetic disorder caused by an extra copy of chromosome 21 that presents developmental dysfunction and intellectual disability. To better understand the cellular changes associated with DS, we investigated the cell composition in blood, brain, and buccal swab samples from DS patients and controls using DNA methylation-based cell-type deconvolution. We used genome-scale DNA methylation data from Illumina HumanMethylation450k and HumanMethylationEPIC arrays to profile cell composition and trace fetal lineage cells in blood samples (DS N = 46; control N = 1469), brain samples from various regions (DS N = 71; control N = 101), and buccal swab samples (DS N = 10; control N = 10). In early development, the number of cells from the fetal lineage in the blood is drastically lower in DS patients (Δ = 17.5%), indicating an epigenetically dysregulated maturation process for DS patients. Across sample types, we observed significant alterations in relative cell-type proportions for DS subjects compared with the controls. Cell-type proportion alterations were present in samples from early development and adulthood. Our findings provide insight into DS cellular biology and suggest potential cellular interventional targets for DS.
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Affiliation(s)
- Ze Zhang
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA; (Z.Z.); (H.G.S.); (B.C.C.)
| | - Hannah G. Stolrow
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA; (Z.Z.); (H.G.S.); (B.C.C.)
| | - Brock C. Christensen
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA; (Z.Z.); (H.G.S.); (B.C.C.)
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
| | - Lucas A. Salas
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA; (Z.Z.); (H.G.S.); (B.C.C.)
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
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14
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Chen L, Li Z, Wu H. CeDAR: incorporating cell type hierarchy improves cell type-specific differential analyses in bulk omics data. Genome Biol 2023; 24:37. [PMID: 36855165 PMCID: PMC9972684 DOI: 10.1186/s13059-023-02857-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 01/17/2023] [Indexed: 03/02/2023] Open
Abstract
Bulk high-throughput omics data contain signals from a mixture of cell types. Recent developments of deconvolution methods facilitate cell type-specific inferences from bulk data. Our real data exploration suggests that differential expression or methylation status is often correlated among cell types. Based on this observation, we develop a novel statistical method named CeDAR to incorporate the cell type hierarchy in cell type-specific differential analyses of bulk data. Extensive simulation and real data analyses demonstrate that this approach significantly improves the accuracy and power in detecting cell type-specific differential signals compared with existing methods, especially in low-abundance cell types.
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Affiliation(s)
- Luxiao Chen
- Department of Biostatistics and Bioinformatics, Emory University, GA 30322 Atlanta, USA
| | - Ziyi Li
- Department of Biostatistics, The University of MD Anderson Cancer Center, 77030 Houston, TX, USA
| | - Hao Wu
- Faculty of Computer Science and Control Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, 1068 Xueyuan Avenue, Shenzhen University Town, Shenzhen, 518055 P.R. China
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15
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Dar TUH, Akhter N, Dar SA. Editorial: Epigenomic polymorphisms: The drivers of diversity and heterogeneity. Front Genet 2022; 13:1008178. [PMID: 36324502 PMCID: PMC9619041 DOI: 10.3389/fgene.2022.1008178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Accepted: 10/07/2022] [Indexed: 11/15/2022] Open
Affiliation(s)
- Tanvir-Ul-Hassan Dar
- Department of Biotechnology, Baba Ghulam Shah Badshah University, Rajouri, India
| | - Naseem Akhter
- Department of Neurology, Henry Ford Health System, Detroit, MI, United States
| | - Sajad Ahmad Dar
- Research and Scientific Studies Unit, College of Nursing, Jazan University, Jizan, Saudi Arabia
- *Correspondence: Sajad Ahmad Dar, ,
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16
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Henneman P, Mul AN, Li Yim AY, Krzyzewska IM, Alders M, Adelia A, Mizee MR, Mannens MM. Prenatal NeuN+ neurons of Down syndrome display aberrant integrative DNA methylation and gene expression profiles. Epigenomics 2022; 14:375-390. [PMID: 35232286 DOI: 10.2217/epi-2021-0523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To detect expression quantitative trait methylation (eQTM) loci within the cerebrum of prenatal Down syndrome (DS) and controls. Material & methods: DNA methylation gene expression profiles were acquired from NeuN+ nuclei, obtained from cerebrum sections of DS and controls. Linear regression models were applied to both datasets and were subsequently applied in an integrative analysis model to detect DS-associated eQTM loci. Results & conclusion: Widespread aberrant DNA methylation and gene expression were observed in DS. A substantial number of differentially methylated loci were replicated according to a previously reported study. Subsequent integrative analyses (eQTM) yielded numerous associated DS loci. the authors associated DNA methylation, gene expression and eQTM loci with DS that may underlie particular DS phenotypical characteristics.
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Affiliation(s)
- Peter Henneman
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, Meibergdreef 9, Amsterdam, AZ, 1105, The Netherlands
| | - Adri N Mul
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, Meibergdreef 9, Amsterdam, AZ, 1105, The Netherlands
| | - Andrew Yf Li Yim
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, Meibergdreef 9, Amsterdam, AZ, 1105, The Netherlands
| | - Izabela M Krzyzewska
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, Meibergdreef 9, Amsterdam, AZ, 1105, The Netherlands
| | - Mariëlle Alders
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, Meibergdreef 9, Amsterdam, AZ, 1105, The Netherlands
| | - Adelia Adelia
- Neuroimmunology Research Group & Netherlands Brain Bank, Netherlands Institute for Neuroscience, Meibergdreef 9, Amsterdam, AZ, 1105, The Netherlands
| | - Mark R Mizee
- Neuroimmunology Research Group & Netherlands Brain Bank, Netherlands Institute for Neuroscience, Meibergdreef 9, Amsterdam, AZ, 1105, The Netherlands
| | - Marcel M Mannens
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, Meibergdreef 9, Amsterdam, AZ, 1105, The Netherlands
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17
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Salemi M, Cannarella R, Marchese G, Salluzzo MG, Ravo M, Barone C, Giudice ML, Calogero AE, Romano C. Role of long non-coding RNAs in Down syndrome patients: a transcriptome analysis study. Hum Cell 2021; 34:1662-1670. [PMID: 34510387 DOI: 10.1007/s13577-021-00602-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 08/19/2021] [Indexed: 11/29/2022]
Abstract
Down syndrome (DS) is defined by the presence of a third copy of chromosome 21. Several comorbidities can be found in these patients, such as intellectual disability (ID), muscle weakness, hypotonia, congenital heart disease, and autoimmune diseases. The molecular mechanisms playing a role in the development of such comorbidities are still unclear. The regulation and expression of genes that map to chromosome 21 are dynamic and complex, so it is important to perform global gene expression studies with high statistical power to fully characterize the transcriptome in DS patients. This study was undertaken to evaluate mRNAs and lncRNA expression in patients with DS versus a matched cohort of healthy subjects. RNA sequencing was used to perform this transcriptome study. Differential expression analysis revealed 967 transcripts with padj ≤ 0.05. Among them, 447 transcripts were differentially expressed in patients with DS compared to controls. Particularly, 203 transcripts were down expressed (151 protein-coding mRNAs, 45 lncRNAs, 1 microRNA, 1 mitochondrial tRNA, 1 ribozyme, and 1 small nuclear RNA) and 244 were over expressed (210 protein-coding mRNAs and 34 lncRNAs). Interestingly, deregulated lncRNAs are involved in pathways that play a role in developmental disorders, neurological diseases, DNA replication and repair mechanisms, and cancer development in DS patients. In conclusion, these results suggest a role of lncRNAs in the phenotype of DS patients.
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Affiliation(s)
| | - Rossella Cannarella
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | | | | | | | | | | | - Aldo E Calogero
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
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18
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Naumova OY, Lipschutz R, Rychkov SY, Zhukova OV, Grigorenko EL. DNA Methylation Alterations in Blood Cells of Toddlers with Down Syndrome. Genes (Basel) 2021; 12:genes12081115. [PMID: 34440289 PMCID: PMC8391316 DOI: 10.3390/genes12081115] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 07/15/2021] [Accepted: 07/20/2021] [Indexed: 11/16/2022] Open
Abstract
Recent research has provided evidence on genome-wide alterations in DNA methylation patterns due to trisomy 21, which have been detected in various tissues of individuals with Down syndrome (DS) across different developmental stages. Here, we report new data on the systematic genome-wide DNA methylation perturbations in blood cells of individuals with DS from a previously understudied age group—young children. We show that the study findings are highly consistent with those from the prior literature. In addition, utilizing relevant published data from two other developmental stages, neonatal and adult, we track a quasi-longitudinal trend in the DS-associated DNA methylation patterns as a systematic epigenomic destabilization with age.
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Affiliation(s)
- Oxana Yu. Naumova
- Vavilov Institute of General Genetics RAS, 119991 Moscow, Russia; (S.Y.R.); (O.V.Z.)
- Department of Psychology, University of Houston, Houston, TX 77204, USA;
- Correspondence: or (O.Y.N.); (E.L.G.)
| | - Rebecca Lipschutz
- Department of Psychology, University of Houston, Houston, TX 77204, USA;
| | - Sergey Yu. Rychkov
- Vavilov Institute of General Genetics RAS, 119991 Moscow, Russia; (S.Y.R.); (O.V.Z.)
| | - Olga V. Zhukova
- Vavilov Institute of General Genetics RAS, 119991 Moscow, Russia; (S.Y.R.); (O.V.Z.)
| | - Elena L. Grigorenko
- Department of Psychology, University of Houston, Houston, TX 77204, USA;
- Department of Psychology, Saint-Petersburg State University, 199034 Saint Petersburg, Russia
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
- Correspondence: or (O.Y.N.); (E.L.G.)
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19
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Chen XQ, Xing Z, Chen QD, Salvi RJ, Zhang X, Tycko B, Mobley WC, Yu YE. Mechanistic Analysis of Age-Related Clinical Manifestations in Down Syndrome. Front Aging Neurosci 2021; 13:700280. [PMID: 34276349 PMCID: PMC8281234 DOI: 10.3389/fnagi.2021.700280] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Accepted: 06/09/2021] [Indexed: 12/15/2022] Open
Abstract
Down syndrome (DS) is the most common genetic cause of Alzheimer's disease (AD) due to trisomy for all or part of human chromosome 21 (Hsa21). It is also associated with other phenotypes including distinctive facial features, cardiac defects, growth delay, intellectual disability, immune system abnormalities, and hearing loss. All adults with DS demonstrate AD-like brain pathology, including amyloid plaques and neurofibrillary tangles, by age 40 and dementia typically by age 60. There is compelling evidence that increased APP gene dose is necessary for AD in DS, and the mechanism for this effect has begun to emerge, implicating the C-terminal APP fragment of 99 amino acid (β-CTF). The products of other triplicated genes on Hsa21 might act to modify the impact of APP triplication by altering the overall rate of biological aging. Another important age-related DS phenotype is hearing loss, and while its mechanism is unknown, we describe its characteristics here. Moreover, immune system abnormalities in DS, involving interferon pathway genes and aging, predispose to diverse infections and might modify the severity of COVID-19. All these considerations suggest human trisomy 21 impacts several diseases in an age-dependent manner. Thus, understanding the possible aging-related mechanisms associated with these clinical manifestations of DS will facilitate therapeutic interventions in mid-to-late adulthood, while at the same time shedding light on basic mechanisms of aging.
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Affiliation(s)
- Xu-Qiao Chen
- Department of Neurosciences, University of California San Diego, La Jolla, CA, United States
| | - Zhuo Xing
- The Children's Guild Foundation Down Syndrome Research Program, Genetics and Genomics Program and Department of Cancer Genetics and Genomics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Quang-Di Chen
- Department of Communicative Disorders and Sciences and Center for Hearing and Deafness, University at Buffalo, Buffalo, NY, United States
| | - Richard J Salvi
- Department of Communicative Disorders and Sciences and Center for Hearing and Deafness, University at Buffalo, Buffalo, NY, United States
| | - Xuming Zhang
- Department of Microbiology and Immunology, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Benjamin Tycko
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, United States.,Georgetown Lombardi Comprehensive Cancer Center, Washington, DC, United States
| | - William C Mobley
- Department of Neurosciences, University of California San Diego, La Jolla, CA, United States
| | - Y Eugene Yu
- The Children's Guild Foundation Down Syndrome Research Program, Genetics and Genomics Program and Department of Cancer Genetics and Genomics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States.,Genetics, Genomics and Bioinformatics Program, State University of New York at Buffalo, Buffalo, NY, United States
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20
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Illouz T, Biragyn A, Iulita MF, Flores-Aguilar L, Dierssen M, De Toma I, Antonarakis SE, Yu E, Herault Y, Potier MC, Botté A, Roper R, Sredni B, London J, Mobley W, Strydom A, Okun E. Immune Dysregulation and the Increased Risk of Complications and Mortality Following Respiratory Tract Infections in Adults With Down Syndrome. Front Immunol 2021; 12:621440. [PMID: 34248930 PMCID: PMC8267813 DOI: 10.3389/fimmu.2021.621440] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 06/02/2021] [Indexed: 12/12/2022] Open
Abstract
The risk of severe outcomes following respiratory tract infections is significantly increased in individuals over 60 years, especially in those with chronic medical conditions, i.e., hypertension, diabetes, cardiovascular disease, dementia, chronic respiratory disease, and cancer. Down Syndrome (DS), the most prevalent intellectual disability, is caused by trisomy-21 in ~1:750 live births worldwide. Over the past few decades, a substantial body of evidence has accumulated, pointing at the occurrence of alterations, impairments, and subsequently dysfunction of the various components of the immune system in individuals with DS. This associates with increased vulnerability to respiratory tract infections in this population, such as the influenza virus, respiratory syncytial virus, SARS-CoV-2 (COVID-19), and bacterial pneumonias. To emphasize this link, here we comprehensively review the immunobiology of DS and its contribution to higher susceptibility to severe illness and mortality from respiratory tract infections.
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Affiliation(s)
- Tomer Illouz
- The Leslie and Susan Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, Ramat Gan, Israel
- The Paul Feder Laboratory on Alzheimer’s Disease Research, Bar-Ilan University, Ramat Gan, Israel
| | - Arya Biragyn
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institute of Health, Baltimore, MD, United States
| | - Maria Florencia Iulita
- Sant Pau Memory Unit, Department of Neurology, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- Biomedical Research Institute Sant Pau, Universitat Autònoma de Barcelona, Barcelona, Spain
- Center of Biomedical Investigation Network for Neurodegenerative Diseases (CIBERNED), Madrid, Spain
| | - Lisi Flores-Aguilar
- Department of Anatomy and Cell Biology, McGill University, Montreal, QC, Canada
| | - Mara Dierssen
- Center for Genomic Regulation, The Barcelona Institute for Science and Technology, Barcelona, Spain
- University Pompeu Fabra, Barcelona, Spain
- Biomedical Research Networking Center for Rare Diseases (CIBERER), Barcelona, Spain
| | - Ilario De Toma
- Center for Genomic Regulation, The Barcelona Institute for Science and Technology, Barcelona, Spain
- University Pompeu Fabra, Barcelona, Spain
- Biomedical Research Networking Center for Rare Diseases (CIBERER), Barcelona, Spain
| | - Stylianos E. Antonarakis
- Department of Genetic Medicine and Development, University of Geneva, Geneva, Switzerland
- Medigenome, Swiss Institute of Genomic Medicine, Geneva, Switzerland
- iGE3 Institute of Genetics and Genomics of Geneva, Geneva, Switzerland
| | - Eugene Yu
- The Children’s Guild Foundation Down Syndrome Research Program, Genetics and Genomics Program and Department of Cancer Genetics and Genomics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
- Genetics, Genomics and Bioinformatics Program, State University of New York at Buffalo, Buffalo, NY, United States
| | - Yann Herault
- Université de Strasbourg, CNRS, INSERM, Institut de Génétique Biologie Moléculaire et Cellulaire, IGBMC - UMR 7104 - Inserm U1258, Illkirch, France
| | - Marie-Claude Potier
- Paris Brain Institute (ICM), CNRS UMR7225, INSERM U1127, Sorbonne Université, Hôpital de la Pitié-Salpêtrière, Paris, France
| | - Alexandra Botté
- Paris Brain Institute (ICM), CNRS UMR7225, INSERM U1127, Sorbonne Université, Hôpital de la Pitié-Salpêtrière, Paris, France
| | - Randall Roper
- Department of Biology, Indiana University-Purdue University Indianapolis, Indianapolis, IN, United States
| | - Benjamin Sredni
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat Gan, Israel
| | | | - William Mobley
- Department of Neurosciences, University of California, San Diego, San Diego, CA, United States
| | - Andre Strydom
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry Psychology and Neuroscience, King’s College London, London, United Kingdom
- South London and Maudsley NHS Foundation Trust, London, United Kingdom
| | - Eitan Okun
- The Leslie and Susan Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, Ramat Gan, Israel
- The Paul Feder Laboratory on Alzheimer’s Disease Research, Bar-Ilan University, Ramat Gan, Israel
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat Gan, Israel
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21
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Laufer BI, Gomez JA, Jianu JM, LaSalle JM. Stable DNMT3L overexpression in SH-SY5Y neurons recreates a facet of the genome-wide Down syndrome DNA methylation signature. Epigenetics Chromatin 2021; 14:13. [PMID: 33750431 PMCID: PMC7942011 DOI: 10.1186/s13072-021-00387-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 02/23/2021] [Indexed: 12/15/2022] Open
Abstract
Background Down syndrome (DS) is characterized by a genome-wide profile of differential DNA methylation that is skewed towards hypermethylation in most tissues, including brain, and includes pan-tissue differential methylation. The molecular mechanisms involve the overexpression of genes related to DNA methylation on chromosome 21. Here, we stably overexpressed the chromosome 21 gene DNA methyltransferase 3L (DNMT3L) in the human SH-SY5Y neuroblastoma cell line and assayed DNA methylation at over 26 million CpGs by whole genome bisulfite sequencing (WGBS) at three different developmental phases (undifferentiated, differentiating, and differentiated). Results DNMT3L overexpression resulted in global CpG and CpG island hypermethylation as well as thousands of differentially methylated regions (DMRs). The DNMT3L DMRs were skewed towards hypermethylation and mapped to genes involved in neurodevelopment, cellular signaling, and gene regulation. Consensus DNMT3L DMRs showed that cell lines clustered by genotype and then differentiation phase, demonstrating sets of common genes affected across neuronal differentiation. The hypermethylated DNMT3L DMRs from all pairwise comparisons were enriched for regions of bivalent chromatin marked by H3K4me3 as well as differentially methylated sites from previous DS studies of diverse tissues. In contrast, the hypomethylated DNMT3L DMRs from all pairwise comparisons displayed a tissue-specific profile enriched for regions of heterochromatin marked by H3K9me3 during embryonic development. Conclusions Taken together, these results support a mechanism whereby regions of bivalent chromatin that lose H3K4me3 during neuronal differentiation are targeted by excess DNMT3L and become hypermethylated. Overall, these findings demonstrate that DNMT3L overexpression during neurodevelopment recreates a facet of the genome-wide DS DNA methylation signature by targeting known genes and gene clusters that display pan-tissue differential methylation in DS. Supplementary Information The online version contains supplementary material available at 10.1186/s13072-021-00387-7.
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Affiliation(s)
- Benjamin I Laufer
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, 95616, USA.,Genome Center, University of California, Davis, CA, 95616, USA.,MIND Institute, University of California, Davis, CA, 95616, USA
| | - J Antonio Gomez
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, 95616, USA.,Genome Center, University of California, Davis, CA, 95616, USA.,MIND Institute, University of California, Davis, CA, 95616, USA
| | - Julia M Jianu
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, 95616, USA.,Genome Center, University of California, Davis, CA, 95616, USA.,MIND Institute, University of California, Davis, CA, 95616, USA
| | - Janine M LaSalle
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, 95616, USA. .,Genome Center, University of California, Davis, CA, 95616, USA. .,MIND Institute, University of California, Davis, CA, 95616, USA.
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22
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Qin L, Qiao C, Sheen V, Wang Y, Lu J. DNMT3L promotes neural differentiation by enhancing STAT1 and STAT3 phosphorylation independent of DNA methylation. Prog Neurobiol 2021; 201:102028. [PMID: 33636226 DOI: 10.1016/j.pneurobio.2021.102028] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 02/10/2021] [Accepted: 02/21/2021] [Indexed: 01/13/2023]
Abstract
Previously, we reported global hypermethylation in DS might be attributed to the overexpression of HSA21 gene DNMT3L, which can enhance DNMT3A and DNMT3B activities in DNA methylation. To test this hypothesis, we compared the DNA methylation and RNA expression profiles of early-differentiated human neuroprogenitors with and without DNMT3L overexpression. We found DNMT3L overexpression only moderately increased the DNA methylation of limited genes, yet significantly altered global RNA expression of genes involved in neural differentiation. We further found that DNMT3L bound STAT1 or STAT3, and increased its phosphorylation and nuclear translocation, which in turn activated the expression of transcription factors including HES3, ASCL1, NEUROD2 and NEUROG2 and CDK inhibitor CDKN1A, which promoted cell cycle exit and neural differentiation. This phenomenon was also confirmed in Dnmt3l conditional knockin mice, which could be rescued by STAT1 and STAT3 phosphorylation inhibitors (Fludarabine and SH-4-54) but not DNA methylation inhibitor (Decitabine). These results suggest that DNMT3L play an important role during neurodevelopment independent of DNA methylation, which may contribute to the abnormal phenotypes observed in Down syndrome cortex.
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Affiliation(s)
- Lin Qin
- Department of Human Anatomy, College of Basic Medical Sciences, China Medical University, Shenyang, Liaoning Province, 110122, China; Department of Obstetrics & Gynecology, Shenyang Women & Children's Hospital, Shenyang, Liaoning Province, 110121, China.
| | - Chong Qiao
- Department of Obstetrics & Gynecology, Shengjing Hospital of China Medical University, Shenyang, Liaoning Province, 110004, China.
| | - Volney Sheen
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, 02215, USA.
| | - Yu Wang
- Department of Obstetrics & Gynecology, Shenyang Women & Children's Hospital, Shenyang, Liaoning Province, 110121, China.
| | - Jie Lu
- Department of Human Anatomy, College of Basic Medical Sciences, China Medical University, Shenyang, Liaoning Province, 110122, China.
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23
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Muskens IS, Li S, Jackson T, Elliot N, Hansen HM, Myint SS, Pandey P, Schraw JM, Roy R, Anguiano J, Goudevenou K, Siegmund KD, Lupo PJ, de Bruijn MFTR, Walsh KM, Vyas P, Ma X, Roy A, Roberts I, Wiemels JL, de Smith AJ. The genome-wide impact of trisomy 21 on DNA methylation and its implications for hematopoiesis. Nat Commun 2021; 12:821. [PMID: 33547282 PMCID: PMC7865055 DOI: 10.1038/s41467-021-21064-z] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 01/05/2021] [Indexed: 12/17/2022] Open
Abstract
Down syndrome is associated with genome-wide perturbation of gene expression, which may be mediated by epigenetic changes. We perform an epigenome-wide association study on neonatal bloodspots comparing 196 newborns with Down syndrome and 439 newborns without Down syndrome, adjusting for cell-type heterogeneity, which identifies 652 epigenome-wide significant CpGs (P < 7.67 × 10-8) and 1,052 differentially methylated regions. Differential methylation at promoter/enhancer regions correlates with gene expression changes in Down syndrome versus non-Down syndrome fetal liver hematopoietic stem/progenitor cells (P < 0.0001). The top two differentially methylated regions overlap RUNX1 and FLI1, both important regulators of megakaryopoiesis and hematopoietic development, with significant hypermethylation at promoter regions of these two genes. Excluding Down syndrome newborns harboring preleukemic GATA1 mutations (N = 30), identified by targeted sequencing, has minimal impact on the epigenome-wide association study results. Down syndrome has profound, genome-wide effects on DNA methylation in hematopoietic cells in early life, which may contribute to the high frequency of hematological problems, including leukemia, in children with Down syndrome.
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Affiliation(s)
- Ivo S Muskens
- Center for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, USA
| | - Shaobo Li
- Center for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, USA
| | - Thomas Jackson
- Department of Paediatrics and MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Oxford University and BRC Blood Theme, NIHR Oxford Biomedical Centre, Oxford, UK
| | - Natalina Elliot
- Department of Paediatrics and MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Oxford University and BRC Blood Theme, NIHR Oxford Biomedical Centre, Oxford, UK
| | - Helen M Hansen
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Swe Swe Myint
- Center for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, USA
| | - Priyatama Pandey
- Center for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, USA
| | - Jeremy M Schraw
- Department of Pediatrics, Section of Hematology-Oncology, Baylor College of Medicine, Houston, TX, USA
- Texas Children's Cancer and Hematology Centers, Texas Children's Hospital, Houston, TX, USA
| | - Ritu Roy
- Computational Biology and Informatics, University of California San Francisco, San Francisco, CA, USA
| | - Joaquin Anguiano
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Katerina Goudevenou
- Department of Paediatrics and MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Oxford University and BRC Blood Theme, NIHR Oxford Biomedical Centre, Oxford, UK
| | - Kimberly D Siegmund
- Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
| | - Philip J Lupo
- Department of Pediatrics, Section of Hematology-Oncology, Baylor College of Medicine, Houston, TX, USA
- Texas Children's Cancer and Hematology Centers, Texas Children's Hospital, Houston, TX, USA
| | - Marella F T R de Bruijn
- MRC Molecular Haematology Unit, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, UK
| | - Kyle M Walsh
- Department of Neurosurgery, Duke University, Durham, NC, USA
- Department of Pediatrics, Duke University, Durham, NC, USA
| | - Paresh Vyas
- MRC Molecular Haematology Unit, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, UK
| | - Xiaomei Ma
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA
| | - Anindita Roy
- Department of Paediatrics and MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Oxford University and BRC Blood Theme, NIHR Oxford Biomedical Centre, Oxford, UK
| | - Irene Roberts
- Department of Paediatrics and MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, Oxford University and BRC Blood Theme, NIHR Oxford Biomedical Centre, Oxford, UK
| | - Joseph L Wiemels
- Center for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, USA
| | - Adam J de Smith
- Center for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, USA.
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24
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Mallik S, Zhao Z. Detecting methylation signatures in neurodegenerative disease by density-based clustering of applications with reducing noise. Sci Rep 2020; 10:22164. [PMID: 33335112 PMCID: PMC7747741 DOI: 10.1038/s41598-020-78463-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Accepted: 11/23/2020] [Indexed: 12/20/2022] Open
Abstract
There have been numerous genetic and epigenetic datasets generated for the study of complex disease including neurodegenerative disease. However, analysis of such data often suffers from detecting the outliers of the samples, which subsequently affects the extraction of the true biological signals involved in the disease. To address this critical issue, we developed a novel framework for identifying methylation signatures using consecutive adaptation of a well-known outlier detection algorithm, density based clustering of applications with reducing noise (DBSCAN) followed by hierarchical clustering. We applied the framework to two representative neurodegenerative diseases, Alzheimer's disease (AD) and Down syndrome (DS), using DNA methylation datasets from public sources (Gene Expression Omnibus, GEO accession ID: GSE74486). We first applied DBSCAN algorithm to eliminate outliers, and then used Limma statistical method to determine differentially methylated genes. Next, hierarchical clustering technique was applied to detect gene modules. Our analysis identified a methylation signature comprising 21 genes for AD and a methylation signature comprising 89 genes for DS, respectively. Our evaluation indicated that these two signatures could lead to high classification accuracy values (92% and 70%) for these two diseases. In summary, this framework will be useful to better detect outlier-free genetic and epigenetic signatures in various complex diseases and their developmental stages.
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Affiliation(s)
- Saurav Mallik
- Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, 77030, USA
| | - Zhongming Zhao
- Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, 77030, USA.
- Human Genetics Center, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, 77030, USA.
- Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, 77030, USA.
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25
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Schmidt M, Maié T, Dahl E, Costa IG, Wagner W. Deconvolution of cellular subsets in human tissue based on targeted DNA methylation analysis at individual CpG sites. BMC Biol 2020; 18:178. [PMID: 33234153 PMCID: PMC7687708 DOI: 10.1186/s12915-020-00910-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 10/28/2020] [Indexed: 12/12/2022] Open
Abstract
Background The complex composition of different cell types within a tissue can be estimated by deconvolution of bulk gene expression profiles or with various single-cell sequencing approaches. Alternatively, DNA methylation (DNAm) profiles have been used to establish an atlas for multiple human tissues and cell types. DNAm is particularly suitable for deconvolution of cell types because each CG dinucleotide (CpG site) has only two states per DNA strand—methylated or non-methylated—and these epigenetic modifications are very consistent during cellular differentiation. So far, deconvolution of DNAm profiles implies complex signatures of many CpGs that are often measured by genome-wide analysis with Illumina BeadChip microarrays. In this study, we investigated if the characterization of cell types in tissue is also feasible with individual cell type-specific CpG sites, which can be addressed by targeted analysis, such as pyrosequencing. Results We compiled and curated 579 Illumina 450k BeadChip DNAm profiles of 14 different non-malignant human cell types. A training and validation strategy was applied to identify and test for cell type-specific CpGs. We initially focused on estimating the relative amount of fibroblasts using two CpGs that were either hypermethylated or hypomethylated in fibroblasts. The combination of these two DNAm levels into a “FibroScore” correlated with the state of fibrosis and was associated with overall survival in various types of cancer. Furthermore, we identified hypomethylated CpGs for leukocytes, endothelial cells, epithelial cells, hepatocytes, glia, neurons, fibroblasts, and induced pluripotent stem cells. The accuracy of this eight CpG signature was tested in additional BeadChip datasets of defined cell mixtures and the results were comparable to previously published signatures based on several thousand CpGs. Finally, we established and validated pyrosequencing assays for the relevant CpGs that can be utilized for classification and deconvolution of cell types. Conclusion This proof of concept study demonstrates that DNAm analysis at individual CpGs reflects the cellular composition of cellular mixtures and different tissues. Targeted analysis of these genomic regions facilitates robust methods for application in basic research and clinical settings.
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Affiliation(s)
- Marco Schmidt
- Helmholtz-Institute for Biomedical Engineering, Stem Cell Biology and Cellular Engineering, RWTH Aachen University Medical School, 52074, Aachen, Germany.,Institute for Biomedical Engineering - Cell Biology, University Hospital of RWTH Aachen, 52074, Aachen, Germany
| | - Tiago Maié
- Institute for Computational Genomics, Joint Research Center for Computational Biomedicine, RWTH Aachen University Medical School, 52074, Aachen, Germany
| | - Edgar Dahl
- RWTH centralized Biomaterial Bank (RWTH cBMB), Medical Faculty, RWTH Aachen University, Aachen, Germany
| | - Ivan G Costa
- Institute for Computational Genomics, Joint Research Center for Computational Biomedicine, RWTH Aachen University Medical School, 52074, Aachen, Germany
| | - Wolfgang Wagner
- Helmholtz-Institute for Biomedical Engineering, Stem Cell Biology and Cellular Engineering, RWTH Aachen University Medical School, 52074, Aachen, Germany. .,Institute for Biomedical Engineering - Cell Biology, University Hospital of RWTH Aachen, 52074, Aachen, Germany.
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26
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Jia Z, Wu Q. Clustered Protocadherins Emerge as Novel Susceptibility Loci for Mental Disorders. Front Neurosci 2020; 14:587819. [PMID: 33262685 PMCID: PMC7688460 DOI: 10.3389/fnins.2020.587819] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 10/26/2020] [Indexed: 12/24/2022] Open
Abstract
The clustered protocadherins (cPcdhs) are a subfamily of type I single-pass transmembrane cell adhesion molecules predominantly expressed in the brain. Their stochastic and combinatorial expression patterns encode highly diverse neural identity codes which are central for neuronal self-avoidance and non-self discrimination in brain circuit formation. In this review, we first briefly outline mechanisms for generating a tremendous diversity of cPcdh cell-surface assemblies. We then summarize the biological functions of cPcdhs in a wide variety of neurodevelopmental processes, such as neuronal migration and survival, dendritic arborization and self-avoidance, axonal tiling and even spacing, and synaptogenesis. We focus on genetic, epigenetic, and 3D genomic dysregulations of cPcdhs that are associated with various neuropsychiatric and neurodevelopmental diseases. A deeper understanding of regulatory mechanisms and physiological functions of cPcdhs should provide significant insights into the pathogenesis of mental disorders and facilitate development of novel diagnostic and therapeutic strategies.
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Affiliation(s)
| | - Qiang Wu
- Center for Comparative Biomedicine, MOE Key Laboratory of Systems Biomedicine, State Key Laboratory of Oncogenes and Related Genes, School of Life Sciences and Biotechnology, Institute of Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China
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27
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Laufer BI, Hwang H, Jianu JM, Mordaunt CE, Korf IF, Hertz-Picciotto I, LaSalle JM. Low-pass whole genome bisulfite sequencing of neonatal dried blood spots identifies a role for RUNX1 in Down syndrome DNA methylation profiles. Hum Mol Genet 2020; 29:3465-3476. [PMID: 33001180 PMCID: PMC7788293 DOI: 10.1093/hmg/ddaa218] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 09/16/2020] [Accepted: 09/25/2020] [Indexed: 12/17/2022] Open
Abstract
Neonatal dried blood spots (NDBS) are a widely banked sample source that enables retrospective investigation into early life molecular events. Here, we performed low-pass whole genome bisulfite sequencing (WGBS) of 86 NDBS DNA to examine early life Down syndrome (DS) DNA methylation profiles. DS represents an example of genetics shaping epigenetics, as multiple array-based studies have demonstrated that trisomy 21 is characterized by genome-wide alterations to DNA methylation. By assaying over 24 million CpG sites, thousands of genome-wide significant (q < 0.05) differentially methylated regions (DMRs) that distinguished DS from typical development and idiopathic developmental delay were identified. Machine learning feature selection refined these DMRs to 22 loci. The DS DMRs mapped to genes involved in neurodevelopment, metabolism, and transcriptional regulation. Based on comparisons with previous DS methylation studies and reference epigenomes, the hypermethylated DS DMRs were significantly (q < 0.05) enriched across tissues while the hypomethylated DS DMRs were significantly (q < 0.05) enriched for blood-specific chromatin states. A ~28 kb block of hypermethylation was observed on chromosome 21 in the RUNX1 locus, which encodes a hematopoietic transcription factor whose binding motif was the most significantly enriched (q < 0.05) overall and specifically within the hypomethylated DMRs. Finally, we also identified DMRs that distinguished DS NDBS based on the presence or absence of congenital heart disease (CHD). Together, these results not only demonstrate the utility of low-pass WGBS on NDBS samples for epigenome-wide association studies, but also provide new insights into the early life mechanisms of epigenomic dysregulation resulting from trisomy 21.
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Affiliation(s)
- Benjamin I Laufer
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA 95616, USA.,Genome Center, University of California, Davis, CA 95616, USA.,MIND Institute, University of California, Davis, CA 95616, USA
| | - Hyeyeon Hwang
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA 95616, USA.,Genome Center, University of California, Davis, CA 95616, USA.,MIND Institute, University of California, Davis, CA 95616, USA
| | - Julia M Jianu
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA 95616, USA.,Genome Center, University of California, Davis, CA 95616, USA.,MIND Institute, University of California, Davis, CA 95616, USA
| | - Charles E Mordaunt
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA 95616, USA.,Genome Center, University of California, Davis, CA 95616, USA.,MIND Institute, University of California, Davis, CA 95616, USA
| | - Ian F Korf
- Genome Center, University of California, Davis, CA 95616, USA.,Department of Molecular and Cellular Biology, College of Biological Sciences, University of California, Davis, CA 95616, USA
| | - Irva Hertz-Picciotto
- MIND Institute, University of California, Davis, CA 95616, USA.,Department of Public Health Sciences, School of Medicine, University of California, Davis, CA 95616, USA
| | - Janine M LaSalle
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA 95616, USA.,Genome Center, University of California, Davis, CA 95616, USA.,MIND Institute, University of California, Davis, CA 95616, USA
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28
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Do C, Dumont ELP, Salas M, Castano A, Mujahed H, Maldonado L, Singh A, DaSilva-Arnold SC, Bhagat G, Lehman S, Christiano AM, Madhavan S, Nagy PL, Green PHR, Feinman R, Trimble C, Illsley NP, Marder K, Honig L, Monk C, Goy A, Chow K, Goldlust S, Kaptain G, Siegel D, Tycko B. Allele-specific DNA methylation is increased in cancers and its dense mapping in normal plus neoplastic cells increases the yield of disease-associated regulatory SNPs. Genome Biol 2020; 21:153. [PMID: 32594908 PMCID: PMC7322865 DOI: 10.1186/s13059-020-02059-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 05/27/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Mapping of allele-specific DNA methylation (ASM) can be a post-GWAS strategy for localizing regulatory sequence polymorphisms (rSNPs). The advantages of this approach, and the mechanisms underlying ASM in normal and neoplastic cells, remain to be clarified. RESULTS We perform whole genome methyl-seq on diverse normal cells and tissues and three cancer types. After excluding imprinting, the data pinpoint 15,112 high-confidence ASM differentially methylated regions, of which 1838 contain SNPs in strong linkage disequilibrium or coinciding with GWAS peaks. ASM frequencies are increased in cancers versus matched normal tissues, due to widespread allele-specific hypomethylation and focal allele-specific hypermethylation in poised chromatin. Cancer cells show increased allele switching at ASM loci, but disruptive SNPs in specific classes of CTCF and transcription factor binding motifs are similarly correlated with ASM in cancer and non-cancer. Rare somatic mutations affecting these same motif classes track with de novo ASM. Allele-specific transcription factor binding from ChIP-seq is enriched among ASM loci, but most ASM differentially methylated regions lack such annotations, and some are found in otherwise uninformative "chromatin deserts." CONCLUSIONS ASM is increased in cancers but occurs by a shared mechanism involving disruptive SNPs in CTCF and transcription factor binding sites in both normal and neoplastic cells. Dense ASM mapping in normal plus cancer samples reveals candidate rSNPs that are difficult to find by other approaches. Together with GWAS data, these rSNPs can nominate specific transcriptional pathways in susceptibility to autoimmune, cardiometabolic, neuropsychiatric, and neoplastic diseases.
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Affiliation(s)
- Catherine Do
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA.
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA.
| | - Emmanuel L P Dumont
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
| | - Martha Salas
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
| | - Angelica Castano
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
| | - Huthayfa Mujahed
- Department of Medicine, Huddinge, Karolinska Institutet, SE-171 77, Stockholm, Sweden
| | - Leonel Maldonado
- Department of Gynecology and Obstetrics, Johns Hopkins Medical Institutions, Baltimore, MD, 21287, USA
| | - Arunjot Singh
- Division of Gastroenterology, Hepatology and Nutrition, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Sonia C DaSilva-Arnold
- Department of Obstetrics and Gynecology, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
| | - Govind Bhagat
- Department of Pathology & Cell Biology, Columbia University Medical Center, New York, NY, 10032, USA
- Division of Gastroenterology and Celiac Center, Department of Medicine, Columbia University Medical Center, New York, NY, 10032, USA
| | - Soren Lehman
- Department of Medicine, Huddinge, Karolinska Institutet, SE-171 77, Stockholm, Sweden
| | - Angela M Christiano
- Departments of Dermatology and Genetics and Development, Columbia University Medical Center, New York, NY, 10032, USA
| | - Subha Madhavan
- Lombardi Comprehensive Cancer Center of Georgetown University, Washington, DC, 20057, USA
| | | | - Peter H R Green
- Division of Gastroenterology and Celiac Center, Department of Medicine, Columbia University Medical Center, New York, NY, 10032, USA
| | - Rena Feinman
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
- Lombardi Comprehensive Cancer Center of Georgetown University, Washington, DC, 20057, USA
| | - Cornelia Trimble
- Department of Gynecology and Obstetrics, Johns Hopkins Medical Institutions, Baltimore, MD, 21287, USA
| | - Nicholas P Illsley
- Department of Obstetrics and Gynecology, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
| | - Karen Marder
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Medical Center, New York, NY, 10032, USA
- Department of Neurology, Columbia University Medical Center, New York, NY, 10032, USA
| | - Lawrence Honig
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Medical Center, New York, NY, 10032, USA
- Department of Neurology, Columbia University Medical Center, New York, NY, 10032, USA
| | - Catherine Monk
- Departments of Psychiatry and Behavioral Medicine and Obstetrics and Gynecology, Columbia University Medical Center, New York, NY, 10032, USA
| | - Andre Goy
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
- Lombardi Comprehensive Cancer Center of Georgetown University, Washington, DC, 20057, USA
| | - Kar Chow
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
- Lombardi Comprehensive Cancer Center of Georgetown University, Washington, DC, 20057, USA
| | - Samuel Goldlust
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
| | - George Kaptain
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
| | - David Siegel
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
- Lombardi Comprehensive Cancer Center of Georgetown University, Washington, DC, 20057, USA
| | - Benjamin Tycko
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA.
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA.
- Lombardi Comprehensive Cancer Center of Georgetown University, Washington, DC, 20057, USA.
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29
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Mollo N, Cicatiello R, Aurilia M, Scognamiglio R, Genesio R, Charalambous M, Paladino S, Conti A, Nitsch L, Izzo A. Targeting Mitochondrial Network Architecture in Down Syndrome and Aging. Int J Mol Sci 2020; 21:E3134. [PMID: 32365535 PMCID: PMC7247689 DOI: 10.3390/ijms21093134] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 04/26/2020] [Accepted: 04/27/2020] [Indexed: 12/12/2022] Open
Abstract
Mitochondria are organelles that mainly control energy conversion in the cell. In addition, they also participate in many relevant activities, such as the regulation of apoptosis and calcium levels, and other metabolic tasks, all closely linked to cell viability. Functionality of mitochondria appears to depend upon their network architecture that may dynamically pass from an interconnected structure with long tubular units, to a fragmented one with short separate fragments. A decline in mitochondrial quality, which presents itself as an altered structural organization and a function of mitochondria, has been observed in Down syndrome (DS), as well as in aging and in age-related pathologies. This review provides a basic overview of mitochondrial dynamics, from fission/fusion mechanisms to mitochondrial homeostasis. Molecular mechanisms determining the disruption of the mitochondrial phenotype in DS and aging are discussed. The impaired activity of the transcriptional co-activator PGC-1α/PPARGC1A and the hyperactivation of the mammalian target of rapamycin (mTOR) kinase are emerging as molecular underlying causes of these mitochondrial alterations. It is, therefore, likely that either stimulating the PGC-1α activity or inhibiting mTOR signaling could reverse mitochondrial dysfunction. Evidence is summarized suggesting that drugs targeting either these pathways or other factors affecting the mitochondrial network may represent therapeutic approaches to improve and/or prevent the effects of altered mitochondrial function. Overall, from all these studies it emerges that the implementation of such strategies may exert protective effects in DS and age-related diseases.
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Affiliation(s)
- Nunzia Mollo
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
| | - Rita Cicatiello
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
| | - Miriam Aurilia
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
| | - Roberta Scognamiglio
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
| | - Rita Genesio
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
| | - Maria Charalambous
- Institute of Experimental Endocrinology and Oncology “G. Salvatore”, National Research Council, 80131 Naples, Italy
| | - Simona Paladino
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
| | - Anna Conti
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
| | - Lucio Nitsch
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
- Institute of Experimental Endocrinology and Oncology “G. Salvatore”, National Research Council, 80131 Naples, Italy
| | - Antonella Izzo
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
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30
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Antonarakis SE, Skotko BG, Rafii MS, Strydom A, Pape SE, Bianchi DW, Sherman SL, Reeves RH. Down syndrome. Nat Rev Dis Primers 2020; 6:9. [PMID: 32029743 PMCID: PMC8428796 DOI: 10.1038/s41572-019-0143-7] [Citation(s) in RCA: 405] [Impact Index Per Article: 81.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/17/2019] [Indexed: 12/11/2022]
Abstract
Trisomy 21, the presence of a supernumerary chromosome 21, results in a collection of clinical features commonly known as Down syndrome (DS). DS is among the most genetically complex of the conditions that are compatible with human survival post-term, and the most frequent survivable autosomal aneuploidy. Mouse models of DS, involving trisomy of all or part of human chromosome 21 or orthologous mouse genomic regions, are providing valuable insights into the contribution of triplicated genes or groups of genes to the many clinical manifestations in DS. This endeavour is challenging, as there are >200 protein-coding genes on chromosome 21 and they can have direct and indirect effects on homeostasis in cells, tissues, organs and systems. Although this complexity poses formidable challenges to understanding the underlying molecular basis for each of the many clinical features of DS, it also provides opportunities for improving understanding of genetic mechanisms underlying the development and function of many cell types, tissues, organs and systems. Since the first description of trisomy 21, we have learned much about intellectual disability and genetic risk factors for congenital heart disease. The lower occurrence of solid tumours in individuals with DS supports the identification of chromosome 21 genes that protect against cancer when overexpressed. The universal occurrence of the histopathology of Alzheimer disease and the high prevalence of dementia in DS are providing insights into the pathology and treatment of Alzheimer disease. Clinical trials to ameliorate intellectual disability in DS signal a new era in which therapeutic interventions based on knowledge of the molecular pathophysiology of DS can now be explored; these efforts provide reasonable hope for the future.
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Affiliation(s)
- Stylianos E Antonarakis
- Department of Genetic Medicine and Development, University of Geneva Medical School, Geneva, Switzerland.
| | - Brian G Skotko
- Down Syndrome Program, Division of Medical Genetics, Department of Pediatrics, Massachusetts General Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Michael S Rafii
- Keck School of Medicine of University of Southern California, California, CA, USA
| | - Andre Strydom
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Sarah E Pape
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Diana W Bianchi
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, USA
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Stephanie L Sherman
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Roger H Reeves
- Department of Physiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- McKusick-Nathans Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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31
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Gomez W, Morales R, Maracaja-Coutinho V, Parra V, Nassif M. Down syndrome and Alzheimer's disease: common molecular traits beyond the amyloid precursor protein. Aging (Albany NY) 2020; 12:1011-1033. [PMID: 31918411 PMCID: PMC6977673 DOI: 10.18632/aging.102677] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Accepted: 12/25/2019] [Indexed: 02/07/2023]
Abstract
Alzheimer’s disease (AD) is the most prevalent type of dementia. Down syndrome (DS) is the leading genetic risk factor for Early-Onset AD, prematurely presenting the classic pathological features of the brain with AD. Augmented gene dosage, including the APP gene, could partially cause this predisposition. Recent works have revealed that alterations in chromosome location due to the extra Chromosome 21, as well as epigenetic modifications, could promote changes in gene expression other than those from Chromosome 21. As a result, similar pathological features and cellular dysfunctions in DS and AD, including impaired autophagy, lysosomal activity, and mitochondrial dysfunction, could be controlled beyond APP overexpression. In this review, we highlight some recent data regarding the origin of the shared features between DS and AD and explore the mechanisms concerning cognitive deficiencies in DS associated with dementia, which could shed some light into the search for new therapeutic targets for AD treatment.
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Affiliation(s)
- Wileidy Gomez
- Laboratory of Neuroprotection and Autophagy, Center for Integrative Biology, Faculty of Science, Universidad Mayor, Santiago, Chile.,Departamento de Bioquímica y Biología Molecular and Advanced Center for Chronic Diseases (ACCDiS), Facultad de Ciencias Químicas y Farmacéuticas, Universidad de Chile, Santiago, Chile
| | - Rodrigo Morales
- Department of Neurology, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.,CIBQA, Universidad Bernardo O'Higgins, Santiago, Chile
| | - Vinicius Maracaja-Coutinho
- Departamento de Bioquímica y Biología Molecular and Advanced Center for Chronic Diseases (ACCDiS), Facultad de Ciencias Químicas y Farmacéuticas, Universidad de Chile, Santiago, Chile.,Centro de Modelamiento Molecular, Biofísica y Bioinformática (CM2B2), Facultad de Ciencias Químicas y Farmacéuticas, Universidad de Chile, Santiago, Chile
| | - Valentina Parra
- Departamento de Bioquímica y Biología Molecular and Advanced Center for Chronic Diseases (ACCDiS), Facultad de Ciencias Químicas y Farmacéuticas, Universidad de Chile, Santiago, Chile.,Center for Exercise, Metabolism, and Cancer Studies (CEMC), Facultad de Medicina, Universidad de Chile, Santiago, Chile.,Autophagy Research Center, Universidad de Chile, Santiago, Chile
| | - Melissa Nassif
- Laboratory of Neuroprotection and Autophagy, Center for Integrative Biology, Faculty of Science, Universidad Mayor, Santiago, Chile.,Escuela de Biotecnología, Facultad de Ciencias, Universidad Mayor, Santiago, Chile
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Laan L, Klar J, Sobol M, Hoeber J, Shahsavani M, Kele M, Fatima A, Zakaria M, Annerén G, Falk A, Schuster J, Dahl N. DNA methylation changes in Down syndrome derived neural iPSCs uncover co-dysregulation of ZNF and HOX3 families of transcription factors. Clin Epigenetics 2020; 12:9. [PMID: 31915063 PMCID: PMC6950999 DOI: 10.1186/s13148-019-0803-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Accepted: 12/23/2019] [Indexed: 12/12/2022] Open
Abstract
Background Down syndrome (DS) is characterized by neurodevelopmental abnormalities caused by partial or complete trisomy of human chromosome 21 (T21). Analysis of Down syndrome brain specimens has shown global epigenetic and transcriptional changes but their interplay during early neurogenesis remains largely unknown. We differentiated induced pluripotent stem cells (iPSCs) established from two DS patients with complete T21 and matched euploid donors into two distinct neural stages corresponding to early- and mid-gestational ages. Results Using the Illumina Infinium 450K array, we assessed the DNA methylation pattern of known CpG regions and promoters across the genome in trisomic neural iPSC derivatives, and we identified a total of 500 stably and differentially methylated CpGs that were annotated to CpG islands of 151 genes. The genes were enriched within the DNA binding category, uncovering 37 factors of importance for transcriptional regulation and chromatin structure. In particular, we observed regional epigenetic changes of the transcription factor genes ZNF69, ZNF700 and ZNF763 as well as the HOXA3, HOXB3 and HOXD3 genes. A similar clustering of differential methylation was found in the CpG islands of the HIST1 genes suggesting effects on chromatin remodeling. Conclusions The study shows that early established differential methylation in neural iPSC derivatives with T21 are associated with a set of genes relevant for DS brain development, providing a novel framework for further studies on epigenetic changes and transcriptional dysregulation during T21 neurogenesis.
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Affiliation(s)
- Loora Laan
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, SE-751 08, Uppsala, Sweden
| | - Joakim Klar
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, SE-751 08, Uppsala, Sweden
| | - Maria Sobol
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, SE-751 08, Uppsala, Sweden
| | - Jan Hoeber
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, SE-751 08, Uppsala, Sweden
| | | | - Malin Kele
- Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Ambrin Fatima
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, SE-751 08, Uppsala, Sweden
| | - Muhammad Zakaria
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, SE-751 08, Uppsala, Sweden
| | - Göran Annerén
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, SE-751 08, Uppsala, Sweden
| | - Anna Falk
- Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Jens Schuster
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, SE-751 08, Uppsala, Sweden
| | - Niklas Dahl
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Box 815, SE-751 08, Uppsala, Sweden.
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Haertle L, Müller T, Lardenoije R, Maierhofer A, Dittrich M, Riemens RJM, Stora S, Roche M, Leber M, Riedel-Heller S, Wagner M, Scherer M, Ravel A, Mircher C, Cieuta-Walti C, Durand S, van de Hove DLA, Hoffmann P, Ramirez A, Haaf T, El Hajj N, Mégarbané A. Methylomic profiling in trisomy 21 identifies cognition- and Alzheimer's disease-related dysregulation. Clin Epigenetics 2019; 11:195. [PMID: 31843015 PMCID: PMC6916110 DOI: 10.1186/s13148-019-0787-x] [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: 03/26/2019] [Accepted: 11/25/2019] [Indexed: 11/28/2022] Open
Abstract
Abstract Background Trisomy 21 (T21) is associated with intellectual disability that ranges from mild to profound with an average intellectual quotient of around 50. Furthermore, T21 patients have a high risk of developing Alzheimer’s disease (AD) early in life, characterized by the presence of senile plaques of amyloid protein and neurofibrillary tangles, leading to neuronal loss and cognitive decline. We postulate that epigenetic factors contribute to the observed variability in intellectual disability, as well as at the level of neurodegeneration seen in T21 individuals. Materials and Methods A genome-wide DNA methylation study was performed using Illumina Infinium® MethylationEPIC BeadChips on whole blood DNA of 3 male T21 patients with low IQ, 8 T21 patients with high IQ (4 males and 4 females), and 21 age- and sex-matched control samples (12 males and 9 females) in order to determine whether DNA methylation alterations could help explain variation in cognitive impairment between individuals with T21. In view of the increased risk of developing AD in T21 individuals, we additionally investigated the T21-associated sites in published blood DNA methylation data from the AgeCoDe cohort (German study on Ageing, Cognition, and Dementia). AgeCoDe represents a prospective longitudinal study including non-demented individuals at baseline of which a part develops AD dementia at follow-up. Results Two thousand seven hundred sixteen differentially methylated sites and regions discriminating T21 and healthy individuals were identified. In the T21 high and low IQ comparison, a single CpG located in the promoter of PELI1 was differentially methylated after multiple testing adjustment. For the same contrast, 69 differentially methylated regions were identified. Performing a targeted association analysis for the significant T21-associated CpG sites in the AgeCoDe cohort, we found that 9 showed significant methylation differences related to AD dementia, including one in the ADAM10 gene. This gene has previously been shown to play a role in the prevention of amyloid plaque formation in the brain. Conclusion The differentially methylated regions may help understand the interaction between methylation alterations and cognitive function. In addition, ADAM10 might be a valuable blood-based biomarker for at least the early detection of AD.
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Affiliation(s)
- Larissa Haertle
- Institute of Human Genetics, Julius Maximilian University, Wuerzburg, Germany.,Division of Hematology and Oncology, Department of Internal Medicine II, University Hospital, Wuerzburg, Germany
| | - Tobias Müller
- Department of Bioinformatics, Julius Maximilian University, Wuerzburg, Germany
| | - Roy Lardenoije
- Department of Psychiatry & Neuropsychology, School for Mental Health and Neuroscience (MHeNs), Maastricht University, Maastricht, the Netherlands.,Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany
| | - Anna Maierhofer
- Institute of Human Genetics, Julius Maximilian University, Wuerzburg, Germany
| | - Marcus Dittrich
- Institute of Human Genetics, Julius Maximilian University, Wuerzburg, Germany.,Department of Bioinformatics, Julius Maximilian University, Wuerzburg, Germany
| | - Renzo J M Riemens
- Institute of Human Genetics, Julius Maximilian University, Wuerzburg, Germany.,Department of Psychiatry & Neuropsychology, School for Mental Health and Neuroscience (MHeNs), Maastricht University, Maastricht, the Netherlands
| | - Samantha Stora
- Institut Jérôme Lejeune, CRB BioJeL, 37 rue des Volontaires, Paris, France
| | - Mathilde Roche
- Institut Jérôme Lejeune, CRB BioJeL, 37 rue des Volontaires, Paris, France
| | - Markus Leber
- Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, University of Cologne, Medical Faculty, 50937, Cologne, Germany.,Department of Neurodegeneration and Geriatric Psychiatry, University of Bonn, 53127, Bonn, Germany
| | - Steffi Riedel-Heller
- Institute of Social Medicine, Occupational Health and Public Health, University of Leipzig, 04103, Leipzig, Germany
| | - Michael Wagner
- Department of Neurodegeneration and Geriatric Psychiatry, University of Bonn, 53127, Bonn, Germany.,German Center for Neurodegenerative Diseases (DZNE), 53127, Bonn, Germany
| | - Martin Scherer
- Department of Primary Medical Care, University Medical Centre Hamburg-Eppendorf, 20246, Hamburg, Germany
| | - Aimé Ravel
- Institut Jérôme Lejeune, CRB BioJeL, 37 rue des Volontaires, Paris, France
| | - Clotilde Mircher
- Institut Jérôme Lejeune, CRB BioJeL, 37 rue des Volontaires, Paris, France
| | | | - Sophie Durand
- Institut Jérôme Lejeune, CRB BioJeL, 37 rue des Volontaires, Paris, France
| | - Daniel L A van de Hove
- Department of Psychiatry & Neuropsychology, School for Mental Health and Neuroscience (MHeNs), Maastricht University, Maastricht, the Netherlands.,Department of Psychiatry, Psychosomatics and Psychotherapy, University of Wuerzburg, Wuerzburg, Germany
| | - Per Hoffmann
- Institute of Human Genetics, University of Bonn, 53127, Bonn, Germany.,Department of Genomics, Life & Brain Center, University of Bonn, 53127, Bonn, Germany.,Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, CH-4058, Basel, Switzerland
| | - Alfredo Ramirez
- Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, University of Cologne, Medical Faculty, 50937, Cologne, Germany.,Department of Neurodegeneration and Geriatric Psychiatry, University of Bonn, 53127, Bonn, Germany
| | - Thomas Haaf
- Institute of Human Genetics, Julius Maximilian University, Wuerzburg, Germany
| | - Nady El Hajj
- Institute of Human Genetics, Julius Maximilian University, Wuerzburg, Germany.,College of Health and Life Sciences, Hamad Bin Khalifa University, Education City, Doha, Qatar
| | - André Mégarbané
- Institut Jérôme Lejeune, CRB BioJeL, 37 rue des Volontaires, Paris, France.
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Mowery CT, Reyes JM, Cabal-Hierro L, Higby KJ, Karlin KL, Wang JH, Kimmerling RJ, Cejas P, Lim K, Li H, Furusawa T, Long HW, Pellman D, Chapuy B, Bustin M, Manalis SR, Westbrook TF, Lin CY, Lane AA. Trisomy of a Down Syndrome Critical Region Globally Amplifies Transcription via HMGN1 Overexpression. Cell Rep 2019; 25:1898-1911.e5. [PMID: 30428356 PMCID: PMC6321629 DOI: 10.1016/j.celrep.2018.10.061] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2017] [Revised: 08/21/2018] [Accepted: 10/15/2018] [Indexed: 11/17/2022] Open
Abstract
Down syndrome (DS, trisomy 21) is associated with developmental abnormalities and increased leukemia risk. To reconcile chromatin alterations with transcriptome changes, we performed paired exogenous spike-in normalized RNA and chromatin immunoprecipitation sequencing in DS models. Absolute normalization unmasks global amplification of gene expression associated with trisomy 21. Overexpression of the nucleosome binding protein HMGN1 (encoded on chr21q22) recapitulates transcriptional changes seen with triplication of a Down syndrome critical region on distal chromosome 21, and HMGN1 is necessary for B cell phenotypes in DS models. Absolute exogenous-normalized chromatin immunoprecipitation sequencing (ChIP-Rx) also reveals a global increase in histone H3K27 acetylation caused by HMGN1. Transcriptional amplification downstream of HMGN1 is enriched for stage-specific programs of B cells and B cell acute lymphoblastic leukemia, dependent on the developmental cellular context. These data offer a mechanistic explanation for DS transcriptional patterns and suggest that further study of HMGN1 and RNA amplification in diverse DS phenotypes is warranted. How trisomy 21 contributes to Down syndrome phenotypes, including increased leukemia risk, is not well understood. Mowery et al. use per-cell normalization approaches to reveal global transcriptional amplification in Down syndrome models. HMGN1 overexpression is sufficient to induce these alterations and promotes lineage-associated transcriptional programs, signaling, and B cell progenitor phenotypes.
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Affiliation(s)
- Cody T Mowery
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Jaime M Reyes
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Lucia Cabal-Hierro
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Kelly J Higby
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Kristen L Karlin
- Verna and Marrs McLean Department of Biochemistry and Molecular Biology and Therapeutic Innovation Center, Baylor College of Medicine, Houston, TX, USA
| | - Jarey H Wang
- Interdepartmental Program in Translational Biology and Molecular Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Robert J Kimmerling
- Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Paloma Cejas
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Klothilda Lim
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Hubo Li
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Takashi Furusawa
- Laboratory of Metabolism, National Cancer Institute, Bethesda, MD, USA
| | - Henry W Long
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - David Pellman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Bjoern Chapuy
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Department of Hematology and Oncology, University Medical Center Göttingen, Göttingen, Germany
| | - Michael Bustin
- Laboratory of Metabolism, National Cancer Institute, Bethesda, MD, USA
| | - Scott R Manalis
- Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Thomas F Westbrook
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA; Verna and Marrs McLean Department of Biochemistry and Molecular Biology and Therapeutic Innovation Center, Baylor College of Medicine, Houston, TX, USA; Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
| | - Charles Y Lin
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA; Verna and Marrs McLean Department of Biochemistry and Molecular Biology and Therapeutic Innovation Center, Baylor College of Medicine, Houston, TX, USA
| | - Andrew A Lane
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA.
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35
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Abstract
Aneuploidy (i.e., abnormal chromosome number) is the leading cause of miscarriage and congenital defects in humans. Moreover, aneuploidy is ubiquitous in cancer. The deleterious phenotypes associated with aneuploidy are likely a result of the imbalance in the levels of gene products derived from the additional chromosome(s). Here, we summarize the current knowledge on how the presence of extra chromosomes impacts gene expression. We describe studies that have found a strict correlation between gene dosage and transcript levels as wells as studies that have found a less stringent correlation, hinting at the possible existence of dosage compensation mechanisms. We conclude by peering into the epigenetic changes found in aneuploid cells and outlining current knowledge gaps and potential areas of future investigation.
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Affiliation(s)
- Shihoko Kojima
- Department of Biological Sciences & Fralin Life Sciences Institute, Virginia Tech, Blacksburg, VA 24061, USA
| | - Daniela Cimini
- Department of Biological Sciences & Fralin Life Sciences Institute, Virginia Tech, Blacksburg, VA 24061, USA
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36
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Yu YE, Xing Z, Do C, Pao A, Lee EJ, Krinsky-McHale S, Silverman W, Schupf N, Tycko B. Genetic and epigenetic pathways in Down syndrome: Insights to the brain and immune system from humans and mouse models. PROGRESS IN BRAIN RESEARCH 2019; 251:1-28. [PMID: 32057305 PMCID: PMC7286740 DOI: 10.1016/bs.pbr.2019.09.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
The presence of an extra copy of human chromosome 21 (Hsa21) leads to a constellation of phenotypic manifestations in Down syndrome (DS), including prominent effects on the brain and immune system. Intensive efforts to unravel the molecular mechanisms underlying these phenotypes may help developing effective therapies, both in DS and in the general population. Here we review recent progress in genetic and epigenetic analysis of trisomy 21 (Ts21). New mouse models of DS based on syntenic conservation of segments of the mouse and human chromosomes are starting to clarify the contributions of chromosomal subregions and orthologous genes to specific phenotypes in DS. The expression of genes on Hsa21 is regulated by epigenetic mechanisms, and with recent findings of highly recurrent gene-specific changes in DNA methylation patterns in brain and immune system cells with Ts21, the epigenomics of DS has become an active research area. Here we highlight the value of combining human studies with mouse models for defining DS critical genes and understanding the trans-acting effects of a simple chromosomal aneuploidy on genome-wide epigenetic patterning. These genetic and epigenetic studies are starting to uncover fundamental biological mechanisms, leading to insights that may soon become therapeutically relevant.
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Affiliation(s)
- Y Eugene Yu
- The Children's Guild Foundation Down Syndrome Research Program, Genetics and Genomics Program and Department of Cancer Genetics and Genomics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States; Genetics, Genomics and Bioinformatics Program, State University of New York at Buffalo, Buffalo, NY, United States.
| | - Zhuo Xing
- The Children's Guild Foundation Down Syndrome Research Program, Genetics and Genomics Program and Department of Cancer Genetics and Genomics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Catherine Do
- Department of Biomedical Research, Division of Genetics & Epigenetics, Hackensack-Meridian Health Center for Discovery and Innovation and Hackensack-Meridian Health School of Medicine at Seton Hall University, Nutley, NJ, United States
| | - Annie Pao
- The Children's Guild Foundation Down Syndrome Research Program, Genetics and Genomics Program and Department of Cancer Genetics and Genomics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Eun Joon Lee
- Department of Biomedical Research, Division of Genetics & Epigenetics, Hackensack-Meridian Health Center for Discovery and Innovation and Hackensack-Meridian Health School of Medicine at Seton Hall University, Nutley, NJ, United States
| | - Sharon Krinsky-McHale
- New York State Institute for Basic Research in Developmental Disabilities, Staten Island, NY, United States
| | - Wayne Silverman
- Kennedy Krieger Institute and Johns Hopkins University School of Medicine, Baltimore, MD, United States; Department of Pediatrics, University of California at Irvine, Irvine, CA, United States
| | - Nicole Schupf
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University, New York, NY, United States
| | - Benjamin Tycko
- Department of Biomedical Research, Division of Genetics & Epigenetics, Hackensack-Meridian Health Center for Discovery and Innovation and Hackensack-Meridian Health School of Medicine at Seton Hall University, Nutley, NJ, United States.
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37
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Laufer BI, Hwang H, Vogel Ciernia A, Mordaunt CE, LaSalle JM. Whole genome bisulfite sequencing of Down syndrome brain reveals regional DNA hypermethylation and novel disorder insights. Epigenetics 2019; 14:672-684. [PMID: 31010359 PMCID: PMC6557615 DOI: 10.1080/15592294.2019.1609867] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Revised: 04/08/2019] [Accepted: 04/15/2019] [Indexed: 01/07/2023] Open
Abstract
Down Syndrome (DS) is the most common genetic cause of intellectual disability, in which an extra copy of human chromosome 21 (HSA21) affects regional DNA methylation profiles across the genome. Although DNA methylation has been previously examined at select regulatory regions across the genome in a variety of DS tissues and cells, differentially methylated regions (DMRs) have yet to be examined in an unbiased sequencing-based approach. Here, we present the first analysis of DMRs from whole genome bisulfite sequencing (WGBS) data of human DS and matched control brain, specifically frontal cortex. While no global differences in DNA methylation were observed, we identified 3,152 DS-DMRs across the entire genome, the majority of which were hypermethylated in DS. DS-DMRs were significantly enriched at CpG islands and de-enriched at specific gene body and regulatory regions. Functionally, the hypermethylated DS-DMRs were enriched for one-carbon metabolism, membrane transport, and glutamatergic synaptic signalling, while the hypomethylated DMRs were enriched for proline isomerization, glial immune response, and apoptosis. Furthermore, in a cross-tissue comparison to previous studies of DNA methylation from diverse DS tissues and reference epigenomes, hypermethylated DS-DMRs showed a strong cross-tissue concordance, while a more tissue-specific pattern was observed for the hypomethylated DS-DMRs. Overall, this approach highlights that low-coverage WGBS of clinical samples can identify epigenetic alterations to known biological pathways, which are potentially relevant to therapeutic treatments and include metabolic pathways. These results also provide new insights into the genome-wide effects of genetic alterations on DNA methylation profiles indicative of altered neurodevelopment and brain function.
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Affiliation(s)
- Benjamin I. Laufer
- Department of Medical Microbiology and Immunology, School of Medicine, Genome Center, MIND Institute, University of California, Davis, CA, USA
| | - Hyeyeon Hwang
- Department of Medical Microbiology and Immunology, School of Medicine, Genome Center, MIND Institute, University of California, Davis, CA, USA
| | - Annie Vogel Ciernia
- Department of Medical Microbiology and Immunology, School of Medicine, Genome Center, MIND Institute, University of California, Davis, CA, USA
| | - Charles E. Mordaunt
- Department of Medical Microbiology and Immunology, School of Medicine, Genome Center, MIND Institute, University of California, Davis, CA, USA
| | - Janine M. LaSalle
- Department of Medical Microbiology and Immunology, School of Medicine, Genome Center, MIND Institute, University of California, Davis, CA, USA
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Abstract
During the past decades, life expectancy of subjects with Down syndrome (DS) has greatly improved, but age-specific mortality rates are still important and DS subjects are characterized by an acceleration of the ageing process, which affects particularly the immune and central nervous systems. In this chapter, we will first review the characteristics of the ageing phenomenon in brain and in immune system in DS and we will then discuss the biological hallmarks of ageing in this specific population. Finally, we will also consider in detail the knowledge on epigenetics in DS, particularly DNA methylation.
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Cardoso AL, Fantinatti BEDA, Venturelli NB, Carmello BDO, de Oliveira RA, Martins C. Epigenetic DNA Modifications Are Correlated With B Chromosomes and Sex in the Cichlid Astatotilapia latifasciata. Front Genet 2019; 10:324. [PMID: 31031803 PMCID: PMC6474290 DOI: 10.3389/fgene.2019.00324] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Accepted: 03/22/2019] [Indexed: 12/11/2022] Open
Abstract
Supernumerary B chromosomes are dispensable elements found in several groups of eukaryotes, and their impacts in host organisms are not clear. The cichlid fish Astatotilapia latifasciata presents one or two large metacentric B chromosomes. These elements affect the transcription of several classes of RNAs. Here, we evaluated the epigenetic DNA modification status of B chromosomes using immunocytogenetics and assessed the impact of B chromosome presence on the global contents of 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) and the molecular mechanisms underlying these variations. We found that the B chromosome of A. latifasciata has an active pattern of DNA epimarks, and its presence promotes the loss of 5mC in gonads of females with B chromosome (FB+) and promotes the loss of 5hmC in the muscle of males with the B element (MB+). Based on the transcriptional quantification of DNA modification genes (dnmt, tet, and tdg) and their candidate regulators (idh genes, microRNAs, and long non-coding RNAs) and on RNA-protein interaction prediction, we suggest the occurrence of passive demethylation in gonads of FB+ and 5hmC loss by Tet inhibition or by 5hmC oxidation in MB+ muscle. We suggest that these results can also explain the previously reported variations in the transcription levels of several classes of RNA depending on B chromosome presence. The DNA modifications detected here are also influenced by sex. Although the correlation between B chromosomes and sex has been previously reported, it remains unexplained. The B chromosome of A. latifasciata seems to be active and impacts cell physiology in a very complex way, including at the epigenetic level.
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Affiliation(s)
- Adauto Lima Cardoso
- Integrative Genomics Laboratory, Department of Morphology, Institute of Biosciences, São Paulo State University - Universidade Estadual Paulista, Botucatu, Brazil
| | - Bruno Evaristo de Almeida Fantinatti
- Integrative Genomics Laboratory, Department of Morphology, Institute of Biosciences, São Paulo State University - Universidade Estadual Paulista, Botucatu, Brazil
| | - Natália Bortholazzi Venturelli
- Integrative Genomics Laboratory, Department of Morphology, Institute of Biosciences, São Paulo State University - Universidade Estadual Paulista, Botucatu, Brazil
| | - Bianca de Oliveira Carmello
- Integrative Genomics Laboratory, Department of Morphology, Institute of Biosciences, São Paulo State University - Universidade Estadual Paulista, Botucatu, Brazil
| | - Rogério Antonio de Oliveira
- Department of Biostatistics, Institute of Biosciences, São Paulo State University - Universidade Estadual Paulista, Botucatu, Brazil
| | - Cesar Martins
- Integrative Genomics Laboratory, Department of Morphology, Institute of Biosciences, São Paulo State University - Universidade Estadual Paulista, Botucatu, Brazil
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40
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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: 6.0] [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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Hou J, Shi X, Chen C, Islam MS, Johnson AF, Kanno T, Huettel B, Yen MR, Hsu FM, Ji T, Chen PY, Matzke M, Matzke AJM, Cheng J, Birchler JA. Global impacts of chromosomal imbalance on gene expression in Arabidopsis and other taxa. Proc Natl Acad Sci U S A 2018; 115:E11321-E11330. [PMID: 30429332 PMCID: PMC6275517 DOI: 10.1073/pnas.1807796115] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Changes in dosage of part of the genome (aneuploidy) have long been known to produce much more severe phenotypic consequences than changes in the number of whole genomes (ploidy). To examine the basis of these differences, global gene expression in mature leaf tissue for all five trisomies and in diploids, triploids, and tetraploids of Arabidopsis thaliana was studied. The trisomies displayed a greater spread of expression modulation than the ploidy series. In general, expression of genes on the varied chromosome ranged from compensation to dosage effect, whereas genes from the remainder of the genome ranged from no effect to reduced expression approaching the inverse level of chromosomal imbalance (2/3). Genome-wide DNA methylation was examined in each genotype and found to shift most prominently with trisomy 4 but otherwise exhibited little change, indicating that genetic imbalance is generally mechanistically unrelated to DNA methylation. Independent analysis of gene functional classes demonstrated that ribosomal, proteasomal, and gene body methylated genes were less modulated compared with all classes of genes, whereas transcription factors, signal transduction components, and organelle-targeted protein genes were more tightly inversely affected. Comparing transcription factors and their targets in the trisomies and in expression networks revealed considerable discordance, illustrating that altered regulatory stoichiometry is a major contributor to genetic imbalance. Reanalysis of published data on gene expression in disomic yeast and trisomic mouse cells detected similar stoichiometric effects across broad phylogenetic taxa, and indicated that these effects reflect normal gene regulatory processes.
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Affiliation(s)
- Jie Hou
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211
| | - Xiaowen Shi
- Division of Biological Sciences, University of Missouri, Columbia, MO 65211
| | - Chen Chen
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211
| | - Md Soliman Islam
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211
| | - Adam F Johnson
- Division of Biological Sciences, University of Missouri, Columbia, MO 65211
- Institute of Research and Development, Duy Tan University, Da Nang, Vietnam 550000
| | - Tatsuo Kanno
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei, Taiwan 11529
| | - Bruno Huettel
- Max Planck Institute for Plant Breeding, Cologne, Germany 50829
| | - Ming-Ren Yen
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei, Taiwan 11529
| | - Fei-Man Hsu
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei, Taiwan 11529
- Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan
| | - Tieming Ji
- Department of Statistics, University of Missouri, Columbia, MO 65211
| | - Pao-Yang Chen
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei, Taiwan 11529
| | - Marjori Matzke
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei, Taiwan 11529;
| | - Antonius J M Matzke
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei, Taiwan 11529;
| | - Jianlin Cheng
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211
| | - James A Birchler
- Division of Biological Sciences, University of Missouri, Columbia, MO 65211;
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DNA methylation dynamics in aging: how far are we from understanding the mechanisms? Mech Ageing Dev 2018; 174:3-17. [DOI: 10.1016/j.mad.2017.12.002] [Citation(s) in RCA: 95] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Revised: 12/14/2017] [Accepted: 12/16/2017] [Indexed: 02/07/2023]
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Herault Y, Delabar JM, Fisher EMC, Tybulewicz VLJ, Yu E, Brault V. Rodent models in Down syndrome research: impact and future opportunities. Dis Model Mech 2018; 10:1165-1186. [PMID: 28993310 PMCID: PMC5665454 DOI: 10.1242/dmm.029728] [Citation(s) in RCA: 127] [Impact Index Per Article: 18.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Down syndrome is caused by trisomy of chromosome 21. To date, a multiplicity of mouse models with Down-syndrome-related features has been developed to understand this complex human chromosomal disorder. These mouse models have been important for determining genotype-phenotype relationships and identification of dosage-sensitive genes involved in the pathophysiology of the condition, and in exploring the impact of the additional chromosome on the whole genome. Mouse models of Down syndrome have also been used to test therapeutic strategies. Here, we provide an overview of research in the last 15 years dedicated to the development and application of rodent models for Down syndrome. We also speculate on possible and probable future directions of research in this fast-moving field. As our understanding of the syndrome improves and genome engineering technologies evolve, it is necessary to coordinate efforts to make all Down syndrome models available to the community, to test therapeutics in models that replicate the whole trisomy and design new animal models to promote further discovery of potential therapeutic targets. Summary: Mouse models have boosted therapeutic options for Down syndrome, and improved models are being developed to better understand the pathophysiology of this genetic condition.
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Affiliation(s)
- Yann Herault
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, 1 rue Laurent Fries, 67404 Illkirch, France .,Centre National de la Recherche Scientifique, UMR7104, Illkirch, France.,Institut National de la Santé et de la Recherche Médicale, U964, Illkirch, France.,Université de Strasbourg, 67404 Illkirch, France.,T21 Research Society, Brain and Spine Institute (ICM), 75013 Paris
| | - Jean M Delabar
- T21 Research Society, Brain and Spine Institute (ICM), 75013 Paris.,Université Paris Diderot, Sorbonne Paris Cité, Unité de Biologie Fonctionnelle et Adaptative, UMR8251, CNRS, 75205 Paris, France.,INSERM U 1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris 06 UMR S 1127, Institut du Cerveau et la Moelle épinière, ICM, 75013 Paris, France.,Brain and Spine Institute (ICM) CNRS UMR7225, INSERM UMRS 975, 75013 Paris, France
| | - Elizabeth M C Fisher
- T21 Research Society, Brain and Spine Institute (ICM), 75013 Paris.,Department of Neurodegenerative Disease, Institute of Neurology, University College London, London, WC1N 3BG, UK.,LonDownS Consortium, London, W1T 7NF UK
| | - Victor L J Tybulewicz
- T21 Research Society, Brain and Spine Institute (ICM), 75013 Paris.,LonDownS Consortium, London, W1T 7NF UK.,The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK.,Department of Medicine, Imperial College, London, SW7 2AZ, UK
| | - Eugene Yu
- T21 Research Society, Brain and Spine Institute (ICM), 75013 Paris.,The Children's Guild Foundation Down Syndrome Research Program, Department of Cancer Genetics and Genetics Program, Roswell Park Cancer Institute, Buffalo, NY 14263, USA.,Department of Cellular and Molecular Biology, Roswell Park Division of Graduate School, Genetics, Genomics and Bioinformatics Program, State University of New York at Buffalo, Buffalo, NY 14263, USA
| | - Veronique Brault
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, 1 rue Laurent Fries, 67404 Illkirch, France.,Centre National de la Recherche Scientifique, UMR7104, Illkirch, France.,Institut National de la Santé et de la Recherche Médicale, U964, Illkirch, France.,Université de Strasbourg, 67404 Illkirch, France
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Moreno-Villanueva M, Bürkle A. Epigenetic and redox biomarkers: Novel insights from the MARK-AGE study. Mech Ageing Dev 2018; 177:128-134. [PMID: 29969595 DOI: 10.1016/j.mad.2018.06.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 06/12/2018] [Accepted: 06/29/2018] [Indexed: 02/07/2023]
Abstract
Ageing is a multifactorial process that affects most, if not all, of the body's tissues and organs and can be defined as the accumulation of physical and psychological changes in a human being over time. The rate of ageing differs between individuals of the same chronological age, meaning that 'biological age' of a person may be different from 'chronological age'. Furthermore, ageing represents a very potent risk factor for diseases and disability in humans. Therefore, establishment of markers of biological ageing is important for preventing age-associated diseases and extending health span. MARK-AGE, a large-scale European study, aimed at identifying a set of biomarkers which, as a combination of parameters with appropriate weighting, would measure biological age better than any marker in isolation. But beyond the identification of useful biomarkers, MARK-AGE provided new insights in age-associated specific cellular processes, such as DNA methylation, oxidative stress and the regulation of zinc homeostasis.
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Affiliation(s)
- Maria Moreno-Villanueva
- Molecular Toxicology Group, Dept. of Biology, University of Konstanz, D-78457 Konstanz, Germany
| | - Alexander Bürkle
- Molecular Toxicology Group, Dept. of Biology, University of Konstanz, D-78457 Konstanz, Germany.
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Ciccarone F, Valentini E, Malavolta M, Zampieri M, Bacalini MG, Calabrese R, Guastafierro T, Reale A, Franceschi C, Capri M, Breusing N, Grune T, Moreno‐Villanueva M, Bürkle A, Caiafa P. DNA Hydroxymethylation Levels Are Altered in Blood Cells From Down Syndrome Persons Enrolled in the MARK-AGE Project. J Gerontol A Biol Sci Med Sci 2018; 73:737-744. [PMID: 29069286 PMCID: PMC5946825 DOI: 10.1093/gerona/glx198] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2017] [Accepted: 10/19/2017] [Indexed: 12/17/2022] Open
Abstract
Down syndrome (DS) is caused by the presence of part or an entire extra copy of chromosome 21, a phenomenon that can cause a wide spectrum of clinically defined phenotypes of the disease. Most of the clinical signs of DS are typical of the aging process including dysregulation of immune system. Beyond the causative genetic defect, DS persons display epigenetic alterations, particularly aberrant DNA methylation patterns that can contribute to the heterogeneity of the disease. In the present work, we investigated the levels of 5-hydroxymethylcytosine and of the Ten-eleven translocation dioxygenase enzymes, which are involved in DNA demethylation processes and are often deregulated in pathological conditions as well as in aging. Analyses were carried out on peripheral blood mononuclear cells of DS volunteers enrolled in the context of the MARK-AGE study, a large-scale cross-sectional population study with subjects representing the general population in eight European countries. We observed a decrease in 5-hydroxymethylcytosine, TET1, and other components of the DNA methylation/demethylation machinery in DS subjects, indicating that aberrant DNA methylation patterns in DS, which may have consequences on the transcriptional status of immune cells, may be due to a global disturbance of methylation control in DS.
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Affiliation(s)
- Fabio Ciccarone
- Department of Biology, University of Rome “Tor Vergata,” Rome
| | - Elisabetta Valentini
- Department of Cellular Biotechnologies and Hematology, Faculty of Pharmacy and Medicine, Sapienza University of Rome, Rome
- Pasteur Institute-Fondazione Cenci Bolognetti, Rome
| | - Marco Malavolta
- National Institute of Health and Science on Aging (INRCA), Nutrition and Ageing Centre, Scientific and Technological Research Area, Ancona
| | - Michele Zampieri
- Department of Cellular Biotechnologies and Hematology, Faculty of Pharmacy and Medicine, Sapienza University of Rome, Rome
- Pasteur Institute-Fondazione Cenci Bolognetti, Rome
| | | | - Roberta Calabrese
- Department of Cellular Biotechnologies and Hematology, Faculty of Pharmacy and Medicine, Sapienza University of Rome, Rome
- Pasteur Institute-Fondazione Cenci Bolognetti, Rome
| | - Tiziana Guastafierro
- Department of Cellular Biotechnologies and Hematology, Faculty of Pharmacy and Medicine, Sapienza University of Rome, Rome
- Pasteur Institute-Fondazione Cenci Bolognetti, Rome
| | - Anna Reale
- Department of Cellular Biotechnologies and Hematology, Faculty of Pharmacy and Medicine, Sapienza University of Rome, Rome
| | - Claudio Franceschi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna
- Department of Experimental, Diagnostic and Specialty Medicine, Bologna, Italy
- CIG-Interdepartmental Center “L. Galvani,” Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Miriam Capri
- Department of Experimental, Diagnostic and Specialty Medicine, Bologna, Italy
- CIG-Interdepartmental Center “L. Galvani,” Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Nicolle Breusing
- Institute of Nutritional Medicine (180c), University of Hohenheim, Stuttgart
| | - Tilman Grune
- German Institute of Human Nutrition Potsdam-Rehbruecke (DIfE), Nuthetal
| | - María Moreno‐Villanueva
- Department of Biology, Molecular Toxicology Group, University of Konstanz, Konstanz, Germany
| | - Alexander Bürkle
- Department of Biology, Molecular Toxicology Group, University of Konstanz, Konstanz, Germany
| | - Paola Caiafa
- Department of Cellular Biotechnologies and Hematology, Faculty of Pharmacy and Medicine, Sapienza University of Rome, Rome
- Pasteur Institute-Fondazione Cenci Bolognetti, Rome
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46
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Al-Nbaheen MS. Analysis of Downs syndrome with molecular techniques for future diagnoses. Saudi J Biol Sci 2018; 25:558-562. [PMID: 29686519 PMCID: PMC5910654 DOI: 10.1016/j.sjbs.2016.01.044] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Revised: 01/24/2016] [Accepted: 01/27/2016] [Indexed: 01/08/2023] Open
Abstract
Down syndrome (DS) is a genetic disorder appeared due to the presence of trisomy in chromosome 21 in the G-group of the acrocentric region. DS is also known as non-Mendelian inheritance, due to the lack of Mendel’s laws. The disorder in children is identified through clinical symptoms and chromosomal analysis and till now there are no biochemical and molecular analyses. Presently, whole exome sequencing (WES) has largely contributed in identifying the new disease-causing genes and represented a significant breakthrough in the field of human genetics and this technique uses high throughput sequencing technologies to determine the arrangement of DNA base pairs specifying the protein coding regions of an individual’s genome. Apart from this next generation sequencing and whole genome sequencing also contribute for identifying the disease marker. From this review, the suggestion was to perform the WES is DS children to identify the marker region.
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47
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Langie SAS, Moisse M, Szarc Vel Szic K, Van Der Plas E, Koppen G, De Prins S, Louwies T, Nelen V, Van Camp G, Lambrechts D, Schoeters G, Vanden Berghe W, De Boever P. GLI2 promoter hypermethylation in saliva of children with a respiratory allergy. Clin Epigenetics 2018; 10:50. [PMID: 29682088 PMCID: PMC5896137 DOI: 10.1186/s13148-018-0484-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Accepted: 03/27/2018] [Indexed: 12/13/2022] Open
Abstract
Background The prevalence of respiratory allergy in children is increasing. Epigenetic DNA methylation changes are plausible underlying molecular mechanisms. Results Saliva samples collected in substudies of two longitudinal birth cohorts in Belgium (FLEHS1 & FLEHS2) were used to discover and confirm DNA methylation signatures that can differentiate individuals with respiratory allergy from healthy subjects. Genome-wide analysis with Illumina Methylation 450K BeadChips revealed 23 differentially methylated gene regions (DMRs) in saliva from 11y old allergic children (N=26) vs. controls (N=20) in FLEHS1. A subset of 7 DMRs was selected for confirmation by iPLEX MassArray analysis. First, iPLEX analysis was performed in the same 46 FLEHS1 samples for analytical confirmation of the findings obtained during the discovery phase. iPLEX results correlated significantly with the 450K array data (P <0.0001) and confirmed 4 out of the 7 DMRs. Aiming for additional biological confirmation, the 7 DMRs were analyzed using iPLEX in a substudy of an independent birth cohort (FLEHS2; N=19 cases vs. 20 controls, aged 5 years). One DMR in the GLI2 promoter region showed a consistent statistically significant hypermethylation in individuals with respiratory allergy across the two birth cohorts and technologies. In addition to its involvement in TGF-β signaling and T-helper differentiation, GLI2 has a regulating role in lung development. Conclusion GLI2 is considered an interesting candidate DNA methylation marker for respiratory allergy. Electronic supplementary material The online version of this article (10.1186/s13148-018-0484-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Sabine A S Langie
- 1VITO- Sustainable Health, Boeretang 200, 2400 Mol, Belgium.,2Centre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
| | - Matthieu Moisse
- 3Laboratory for Translational Genetics, Center for Cancer Biology, VIB and KU Leuven, Campus Gasthuisberg, Leuven, Belgium
| | - Katarzyna Szarc Vel Szic
- 1VITO- Sustainable Health, Boeretang 200, 2400 Mol, Belgium.,4Proteinchemistry, Proteomics & Epigenetic Signaling (PPES), Department of Biomedical Sciences, University of Antwerp, Wilrijk, Belgium
| | - Ellen Van Der Plas
- 1VITO- Sustainable Health, Boeretang 200, 2400 Mol, Belgium.,7Department of Biomedical Sciences, University of Antwerp, Wilrijk, Belgium
| | - Gudrun Koppen
- 1VITO- Sustainable Health, Boeretang 200, 2400 Mol, Belgium
| | - Sofie De Prins
- 1VITO- Sustainable Health, Boeretang 200, 2400 Mol, Belgium
| | - Tijs Louwies
- 1VITO- Sustainable Health, Boeretang 200, 2400 Mol, Belgium
| | - Vera Nelen
- Environment and Health unit, Provincial Institute of Hygiene, Antwerp, Belgium
| | - Guy Van Camp
- 6Center for Medical Genetics, University of Antwerp and Antwerp University hospital, Antwerp, Belgium
| | - Diether Lambrechts
- 3Laboratory for Translational Genetics, Center for Cancer Biology, VIB and KU Leuven, Campus Gasthuisberg, Leuven, Belgium
| | - Greet Schoeters
- 1VITO- Sustainable Health, Boeretang 200, 2400 Mol, Belgium.,7Department of Biomedical Sciences, University of Antwerp, Wilrijk, Belgium.,8Department of Environmental Medicine, Institute of Public Health, University of Southern Denmark, Odense, Denmark
| | - Wim Vanden Berghe
- 4Proteinchemistry, Proteomics & Epigenetic Signaling (PPES), Department of Biomedical Sciences, University of Antwerp, Wilrijk, Belgium
| | - Patrick De Boever
- 1VITO- Sustainable Health, Boeretang 200, 2400 Mol, Belgium.,2Centre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
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Henneman P, Bouman A, Mul A, Knegt L, van der Kevie-Kersemaekers AM, Zwaveling-Soonawala N, Meijers-Heijboer HEJ, van Trotsenburg ASP, Mannens MM. Widespread domain-like perturbations of DNA methylation in whole blood of Down syndrome neonates. PLoS One 2018; 13:e0194938. [PMID: 29601581 PMCID: PMC5877863 DOI: 10.1371/journal.pone.0194938] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Accepted: 03/13/2018] [Indexed: 12/19/2022] Open
Abstract
INTRODUCTION Down syndrome (DS) is the most frequent genetic cause of intellectual disability. Despite the fact that more than 50 years have passed since the discovery of its genetic aberrations, the exact pathogenesis of the DS phenotype has remained largely unexplained. It was recently hypothesized that the DS pathogenesis involves complex (epi)genetic, molecular and cellular determinants. To date, many reports have addressed epigenetic aberrations associated with DS at different developmental stages/ages and tissue types, but to our best knowledge not in DS newborns. This study aimed to investigate genome-wide methylation patterns in DS newborns compared to non-trisomic newborns. METHOD We analyzed blood samples obtained from ten newborns with DS and five age-matched non-trisomic newborns. Epigenetic profiles were obtained from extracted DNA using the Illumina Infinium 450K array. Since aberrant blood cell distribution is known to be present in DS, we applied two distinct models: with and without correction for estimated blood cell distribution. RESULTS Differentially methylated position (DMP) analysis of the uncorrected model detected 19525 significant hits (51,2% hypomethylated). In the corrected model, we found 121953 significant DMPs (49,8% hypomethylated). Independent of the used model we observed a chromosome 21 dosage effect. Moreover, we detected 46 and 145 differentially methylated regions in the uncorrected and corrected model respectively, both showing hypomethylation overrepresentation. Replication analyses of DMPs and DMRs found by Bacalini et al. (2015) showed a large overlap. CONCLUSION In this study, we found methylation profile differences between DS newborns and controls reflecting a systematically affected epigenetic profile. The observed chromosome 21 dosage effect suggests the involvement of affected essential regulatory factors/regions or altered expression of chromatin modeling enzymes located on chromosome 21. Additional research is necessary to substantiate these hypotheses.
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Affiliation(s)
- Peter Henneman
- Department of Clinical Genetics, Academic Medical Center, Amsterdam, The Netherlands
| | - Arjan Bouman
- Department of Clinical Genetics, Academic Medical Center, Amsterdam, The Netherlands
| | - Adri Mul
- Department of Clinical Genetics, Academic Medical Center, Amsterdam, The Netherlands
| | - Lia Knegt
- Department of Clinical Genetics, Academic Medical Center, Amsterdam, The Netherlands
| | | | - Nitash Zwaveling-Soonawala
- Department of Pediatric Endocrinology, Emma Children’s Hospital, Academic Medical Center, Amsterdam, The Netherlands
| | | | - A. S. Paul van Trotsenburg
- Department of Pediatrics and Translational Genetics, Emma Children’s Hospital, Academic Medical Center, Amsterdam, The Netherlands
| | - Marcel M. Mannens
- Department of Clinical Genetics, Academic Medical Center, Amsterdam, The Netherlands
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Peek SL, Mah KM, Weiner JA. Regulation of neural circuit formation by protocadherins. Cell Mol Life Sci 2017; 74:4133-4157. [PMID: 28631008 PMCID: PMC5643215 DOI: 10.1007/s00018-017-2572-3] [Citation(s) in RCA: 82] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Revised: 06/01/2017] [Accepted: 06/13/2017] [Indexed: 12/20/2022]
Abstract
The protocadherins (Pcdhs), which make up the most diverse group within the cadherin superfamily, were first discovered in the early 1990s. Data implicating the Pcdhs, including ~60 proteins encoded by the tandem Pcdha, Pcdhb, and Pcdhg gene clusters and another ~10 non-clustered Pcdhs, in the regulation of neural development have continually accumulated, with a significant expansion of the field over the past decade. Here, we review the many roles played by clustered and non-clustered Pcdhs in multiple steps important for the formation and function of neural circuits, including dendrite arborization, axon outgrowth and targeting, synaptogenesis, and synapse elimination. We further discuss studies implicating mutation or epigenetic dysregulation of Pcdh genes in a variety of human neurodevelopmental and neurological disorders. With recent structural modeling of Pcdh proteins, the prospects for uncovering molecular mechanisms of Pcdh extracellular and intracellular interactions, and their role in normal and disrupted neural circuit formation, are bright.
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Affiliation(s)
- Stacey L Peek
- Interdisciplinary Graduate Program in Neuroscience, The University of Iowa, Iowa City, IA, USA
- Department of Biology, The University of Iowa, Iowa City, IA, USA
| | - Kar Men Mah
- Department of Biology, The University of Iowa, Iowa City, IA, USA
| | - Joshua A Weiner
- Department of Biology, The University of Iowa, Iowa City, IA, USA.
- Department of Psychiatry, The University of Iowa, 143 Biology Building, Iowa City, IA, 52242, USA.
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50
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Lefebvre JL. Neuronal territory formation by the atypical cadherins and clustered protocadherins. Semin Cell Dev Biol 2017; 69:111-121. [DOI: 10.1016/j.semcdb.2017.07.040] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Revised: 07/24/2017] [Accepted: 07/25/2017] [Indexed: 02/04/2023]
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