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Patel R, Pham K, Chandrashekar H, Phillips-Cremins JE. FISHnet: detecting chromatin domains in single-cell sequential Oligopaints imaging data. Nat Methods 2025; 22:1255-1264. [PMID: 40355724 PMCID: PMC12165856 DOI: 10.1038/s41592-025-02688-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Accepted: 03/26/2025] [Indexed: 05/14/2025]
Abstract
Sequential Oligopaints DNA FISH is an imaging technique that measures higher-order genome folding at single-allele resolution via multiplexed, probe-based tracing. Currently there is a paucity of algorithms to identify 3D genome features in sequential Oligopaints data. Here, we present FISHnet, a graph theory method based on optimization of network modularity to detect chromatin domains in pairwise distance matrices. FISHnet sensitively and specifically identifies domains and boundaries in both simulated and real single-allele imaging data and provides statistical tests for the identification of cell-type-specific domains-like folding patterns. Application of FISHnet across multiple published Oligopaints datasets confirms that nested domains consistent with TADs and subTADs are not an emergent property of ensemble Hi-C data but also observable on single alleles. We make FISHnet code freely available to the scientific community, thus enabling future studies aiming to elucidate the role of single-allele folding variation on genome function.
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Affiliation(s)
- Rohan Patel
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kenneth Pham
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Harshini Chandrashekar
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jennifer E Phillips-Cremins
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA.
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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Pham K, Malachowski T, Zhou L, Kim JH, Su C, Phillips-Cremins JE. Mosaic H3K9me3 at BREACHes predicts synaptic gene expression associated with fragile X syndrome cognitive severity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.19.644148. [PMID: 40166285 PMCID: PMC11957133 DOI: 10.1101/2025.03.19.644148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
Diseases vary in clinical presentation across individuals despite the same molecular diagnosis. In fragile X syndrome (FXS), mutation-length expansion of a CGG short tandem repeat (STR) in FMR1 causes reduced gene expression and FMRP loss. Nevertheless, FMR1 and FMRP are limited predictors of adaptive functioning and cognition in FXS patients, suggesting that molecular correlates of clinical measures would add diagnostic value. We recently uncovered Megabase-scale domains of heterochromatin (BREACHes) in FXS patient-derived iPSCs. Here, we identify BREACHes in FXS brain tissue (N=4) and absent from sex/age-matched neurotypical controls (N=4). BREACHes span >250 genes and exhibit patient-specific H3K9me3 variation. Using N=4 FXS iPSC lines and N=7 single-cell isogenic FXS iPSC subclones, we observe a strong correlation between inter-sample H3K9me3 variation and heterogeneous BREACH gene repression. We demonstrate improved prediction of cognitive metrics in FXS patients with an additive model of blood FMRP and mRNA levels of H3K9me3-mosaic, but not H3K9me3-invariant, BREACH genes. Our results highlight the utility of H3K9me3 variation at BREACHes for identifying genes associated with FXS clinical metrics.
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Affiliation(s)
- Kenneth Pham
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, USA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Thomas Malachowski
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, USA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Linda Zhou
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, USA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ji Hun Kim
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, USA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Chuanbin Su
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, USA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jennifer E. Phillips-Cremins
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, USA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Doss RM, Lopez-Ignacio S, Dischler A, Hiatt L, Dashnow H, Breuss MW, Dias CM. Mosaicism in Short Tandem Repeat Disorders: A Clinical Perspective. Genes (Basel) 2025; 16:216. [PMID: 40004546 PMCID: PMC11855715 DOI: 10.3390/genes16020216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2024] [Revised: 02/06/2025] [Accepted: 02/10/2025] [Indexed: 02/27/2025] Open
Abstract
Fragile X, Huntington disease, and myotonic dystrophy type 1 are prototypical examples of human disorders caused by short tandem repeat variation, repetitive nucleotide stretches that are highly mutable both in the germline and somatic tissue. As short tandem repeats are unstable, they can expand, contract, and acquire and lose epigenetic marks in somatic tissue. This means within an individual, the genotype and epigenetic state at these loci can vary considerably from cell to cell. This somatic mosaicism may play a key role in clinical pathogenesis, and yet, our understanding of mosaicism in driving clinical phenotypes in short tandem repeat disorders is only just emerging. This review focuses on these three relatively well-studied examples where, given the advent of new technologies and bioinformatic approaches, a critical role for mosaicism is coming into focus both with respect to cellular physiology and clinical phenotypes.
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Affiliation(s)
- Rose M. Doss
- Section of Genetics and Metabolism, Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Susana Lopez-Ignacio
- Section of Genetics and Metabolism, Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Anna Dischler
- Section of Genetics and Metabolism, Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Laurel Hiatt
- Department of Human Genetics, University of Utah School of Medicine, Salt Lake City, UT 84132, USA
| | - Harriet Dashnow
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Martin W. Breuss
- Section of Genetics and Metabolism, Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Caroline M. Dias
- Section of Genetics and Metabolism, Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Section of Developmental Pediatrics, Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
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Hansen N, Dischler A, Dias C. Beyond the Synapse: FMR1 and FMRP Molecular Mechanisms in the Nucleus. Int J Mol Sci 2024; 26:214. [PMID: 39796070 PMCID: PMC11720320 DOI: 10.3390/ijms26010214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Revised: 12/21/2024] [Accepted: 12/24/2024] [Indexed: 01/13/2025] Open
Abstract
FMR1 (Fragile X messenger ribonucleoprotein 1), located on the X-chromosome, encodes the multi-functional FMR1 protein (FMRP), critical to brain development and function. Trinucleotide CGG repeat expansions at this locus cause a range of neurological disorders, collectively referred to as Fragile X-related conditions. The most well-known of these is Fragile X syndrome, a neurodevelopmental disorder associated with syndromic facial features, autism, intellectual disabilities, and seizures. However, CGG expansions of different sizes also confer a risk of neuropsychiatric and neurodegenerative disorders throughout the lifespan, through distinct molecular mechanisms. Although Fragile X syndrome is associated with downstream synaptic deficits and neuronal hyperexcitability, work in the past decade has demonstrated that both the causative FMR1 trinucleotide repeat expansion and FMRP itself play important roles in nuclear function and regulation, including non-canonical nucleic acid structure formation and chromatin dynamics. These effects are critical to cellular pathophysiology, although the full extent of their contribution to clinical phenotypes is only just emerging. Here, we present a focused review on some of the nuclear consequences of FMR1/FMRP dysregulation, including parallels in other repeat expansion disorders, ranging from studies in model systems to human cells and tissues.
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Affiliation(s)
| | | | - Caroline Dias
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; (N.H.); (A.D.)
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Wu Z, Qu J, Liu GH. Roles of chromatin and genome instability in cellular senescence and their relevance to ageing and related diseases. Nat Rev Mol Cell Biol 2024; 25:979-1000. [PMID: 39363000 DOI: 10.1038/s41580-024-00775-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/12/2024] [Indexed: 10/05/2024]
Abstract
Ageing is a complex biological process in which a gradual decline in physiological fitness increases susceptibility to diseases such as neurodegenerative disorders and cancer. Cellular senescence, a state of irreversible cell-growth arrest accompanied by functional deterioration, has emerged as a pivotal driver of ageing. In this Review, we discuss how heterochromatin loss, telomere attrition and DNA damage contribute to cellular senescence, ageing and age-related diseases by eliciting genome instability, innate immunity and inflammation. We also discuss how emerging therapeutic strategies could restore heterochromatin stability, maintain telomere integrity and boost the DNA repair capacity, and thus counteract cellular senescence and ageing-associated pathologies. Finally, we outline current research challenges and future directions aimed at better comprehending and delaying ageing.
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Affiliation(s)
- Zeming Wu
- Key Laboratory of Organ Regeneration and Reconstruction, State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, China
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, China
| | - Jing Qu
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, China.
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, China.
- University of Chinese Academy of Sciences, Beijing, China.
- Key Laboratory of Organ Regeneration and Reconstruction, State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.
- Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
- Aging Biomarker Consortium, Beijing, China.
| | - Guang-Hui Liu
- Key Laboratory of Organ Regeneration and Reconstruction, State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, China.
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, China.
- University of Chinese Academy of Sciences, Beijing, China.
- Aging Biomarker Consortium, Beijing, China.
- Aging Translational Medicine Center, International Center for Aging and Cancer, Xuanwu Hospital, Capital Medical University, Beijing, China.
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Mirceta M, Schmidt MHM, Shum N, Prasolava TK, Meikle B, Lanni S, Mohiuddin M, Mckeever PM, Zhang M, Liang M, van der Werf I, Scheers S, Dion PA, Wang P, Wilson MD, Abell T, Philips EA, Sznajder ŁJ, Swanson MS, Mehkary M, Khan M, Yokoi K, Jung C, de Jong PJ, Freudenreich CH, McGoldrick P, Yuen RKC, Abrahão A, Keith J, Zinman L, Robertson J, Rogaeva E, Rouleau GA, Kooy RF, Pearson CE. C9orf72 expansion creates the unstable folate-sensitive fragile site FRA9A. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.26.620312. [PMID: 39569145 PMCID: PMC11577248 DOI: 10.1101/2024.10.26.620312] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2024]
Abstract
The hyper-unstable Chr9p21 locus, harbouring the interferon gene cluster, oncogenes and C9orf72, is linked to multiple diseases. C9orf72 (GGGGCC)n expansions ( C9orf72 Exp) are associated with incompletely penetrant amyotrophic lateral sclerosis, frontotemporal dementia and autoimmune disorders. C9orf72 Exp patients display hyperactive cGAS-STING-linked interferon immune and DNA damage responses, but the source of immuno-stimulatory or damaged DNA is unknown. Here, we show C9orf72 Exp in pre-symptomatic and ALS-FTD patient cells and brains cause the folate-sensitive chromosomal fragile site, FRA9A. FRA9A centers on >33kb of C9orf72 as highly-compacted chromatin embedded in an 8.2Mb fragility zone spanning 9p21, encompassing 46 genes, making FRA9A one of the largest fragile sites. C9orf72 Exp cells show chromosomal instability, heightened global- and Chr9p-enriched sister-chromatid exchanges, truncated-Chr9s, acentric-Chr9s and Chr9-containing micronuclei, providing endogenous sources of damaged and immunostimulatory DNA. Cells from one C9orf72 Exp patient contained highly-rearranged FRA9A-expressing Chr9 with Chr9-wide dysregulated gene expression. Somatic C9orf72 Exp repeat instability and chromosomal fragility are sensitive to folate-deficiency. Age-dependent repeat instability, chromosomal fragility, and chromosomal instability can be transferred to CNS and peripheral tissues of transgenic C9orf72 Exp mice, implicating C9orf72 Exp as the source. Our results highlight unappreciated effects of C9orf72 expansions that trigger vitamin-sensitive chromosome fragility, adding structural variations to the disease-enriched 9p21 locus, and likely elsewhere.
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7
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Mirceta M, Schmidt MM, Shum N, Prasolava T, Meikle B, Lanni S, Mohiuddin M, McKeever P, Zhang M, Liang M, van der Werf I, Scheers S, Dion P, Wang P, Wilson M, Abell T, Philips E, Sznajder Ł, Swanson M, Mehkary M, Khan M, Yokoi K, Jung C, de Jong P, Freudenreich C, McGoldrick P, Yuen RC, Abrahão A, Keith J, Zinman L, Robertson J, Rogaeva E, Rouleau G, Kooy R, Pearson C. C9orf72 repeat expansion creates the unstable folate-sensitive fragile site FRA9A. NAR MOLECULAR MEDICINE 2024; 1:ugae019. [PMID: 39669124 PMCID: PMC11632612 DOI: 10.1093/narmme/ugae019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Accepted: 11/11/2024] [Indexed: 12/14/2024]
Abstract
The hyper-unstable Chr9p21 locus, harbouring the interferon gene cluster, oncogenes and C9orf72, is linked to multiple diseases. C9orf72 (GGGGCC)n expansions (C9orf72Exp) are associated with incompletely penetrant amyotrophic lateral sclerosis, frontotemporal dementia and autoimmune disorders. C9orf72Exp patients display hyperactive cGAS-STING-linked interferon immune and DNA damage responses, but the source of immunostimulatory or damaged DNA is unknown. Here, we show C9orf72Exp in pre-symptomatic and amyotrophic lateral sclerosis-frontotemporal dementia patient cells and brains cause the folate-sensitive chromosomal fragile site, FRA9A. FRA9A centers on >33 kb of C9orf72 as highly compacted chromatin embedded in an 8.2 Mb fragility zone spanning 9p21, encompassing 46 genes, making FRA9A one of the largest fragile sites. C9orf72Exp cells show chromosomal instability, heightened global- and Chr9p-enriched sister-chromatid exchanges, truncated-Chr9s, acentric-Chr9s and Chr9-containing micronuclei, providing endogenous sources of damaged and immunostimulatory DNA. Cells from one C9orf72Exp patient contained a highly rearranged FRA9A-expressing Chr9 with Chr9-wide dysregulated gene expression. Somatic C9orf72Exp repeat instability and chromosomal fragility are sensitive to folate deficiency. Age-dependent repeat instability, chromosomal fragility and chromosomal instability can be transferred to CNS and peripheral tissues of transgenic C9orf72Exp mice, implicating C9orf72Exp as the source. Our results highlight unappreciated effects of C9orf72 expansions that trigger vitamin-sensitive chromosome fragility, adding structural variations to the disease-enriched 9p21 locus, and likely elsewhere.
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Affiliation(s)
- Mila Mirceta
- Program of Genetics and Genome Biology, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686 Bay Street, Toronto, M5G 0A4, Canada
- Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, ON, M3S 1A8, Canada
| | - Monika H M Schmidt
- Program of Genetics and Genome Biology, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686 Bay Street, Toronto, M5G 0A4, Canada
- Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, ON, M3S 1A8, Canada
| | - Natalie Shum
- Program of Genetics and Genome Biology, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686 Bay Street, Toronto, M5G 0A4, Canada
- Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, ON, M3S 1A8, Canada
| | - Tanya K Prasolava
- Program of Genetics and Genome Biology, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686 Bay Street, Toronto, M5G 0A4, Canada
| | - Bryanna Meikle
- Program of Genetics and Genome Biology, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686 Bay Street, Toronto, M5G 0A4, Canada
- Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, ON, M3S 1A8, Canada
| | - Stella Lanni
- Program of Genetics and Genome Biology, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686 Bay Street, Toronto, M5G 0A4, Canada
| | - Mohiuddin Mohiuddin
- Program of Genetics and Genome Biology, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686 Bay Street, Toronto, M5G 0A4, Canada
| | - Paul M McKeever
- Tanz Centre for Research of Neurodegenerative Diseases, University of Toronto, 60 Leonard Avenue, Toronto, M5T 2S8, Canada
| | - Ming Zhang
- Tanz Centre for Research of Neurodegenerative Diseases, University of Toronto, 60 Leonard Avenue, Toronto, M5T 2S8, Canada
- The First Rehabilitation Hospital of Shanghai, Department of Medical Genetics, School of Medicine, Tongji University, Shanghai, 200090, China
- State Key Laboratory of Cardiology and Medical Innovation Center, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
- Advanced Study, Tongji University, Shanghai, 200092, China
| | - Minggao Liang
- Program of Genetics and Genome Biology, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686 Bay Street, Toronto, M5G 0A4, Canada
- Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, ON, M3S 1A8, Canada
| | | | - Stefaan Scheers
- Department of Medical Genetics, University of Antwerp, Belgium
| | - Patrick A Dion
- Montreal Neurological Institute-Hospital, McGill University, 3801 University Avenue, Montreal, Quebec, H3A 2B4, Canada
- Department of Neurology and Neurosurgery, McGill University, 3801 University Avenue, Montreal, Quebec, H3A 2B4, Canada
| | - Peixiang Wang
- Program of Genetics and Genome Biology, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686 Bay Street, Toronto, M5G 0A4, Canada
| | - Michael D Wilson
- Program of Genetics and Genome Biology, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686 Bay Street, Toronto, M5G 0A4, Canada
- Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, ON, M3S 1A8, Canada
| | - Theresa Abell
- Department of Biology, Tufts University, 200 Boston Avenue, Medford, MA 02155, USA
| | - Elliot A Philips
- Department of Biology, Tufts University, 200 Boston Avenue, Medford, MA 02155, USA
| | - Łukasz J Sznajder
- Department of Molecular Genetics and Microbiology, Center for NeuroGenetics and the Genetics Institute, College of Medicine, University of Florida, 2033 Mowry Road, Gainesville, FL 32610-3610, USA
- Department of Chemistry and Biochemistry, University of Nevada, 4003-4505 South Maryland Parkway, Las Vegas, NV 89154, USA
| | - Maurice S Swanson
- Department of Molecular Genetics and Microbiology, Center for NeuroGenetics and the Genetics Institute, College of Medicine, University of Florida, 2033 Mowry Road, Gainesville, FL 32610-3610, USA
| | - Mustafa Mehkary
- Program of Genetics and Genome Biology, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686 Bay Street, Toronto, M5G 0A4, Canada
- Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, ON, M3S 1A8, Canada
| | - Mahreen Khan
- Program of Genetics and Genome Biology, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686 Bay Street, Toronto, M5G 0A4, Canada
- Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, ON, M3S 1A8, Canada
| | - Katsuyuki Yokoi
- Program of Genetics and Genome Biology, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686 Bay Street, Toronto, M5G 0A4, Canada
| | - Christine Jung
- BACPAC Resource Center, Children’s Hospital Oakland Research Institute, 25129 NE 42nd Pl, Redmond, WA 98053, USA
| | - Pieter J de Jong
- BACPAC Resource Center, Children’s Hospital Oakland Research Institute, 25129 NE 42nd Pl, Redmond, WA 98053, USA
| | | | - Philip McGoldrick
- Tanz Centre for Research of Neurodegenerative Diseases, University of Toronto, 60 Leonard Avenue, Toronto, M5T 2S8, Canada
| | - Ryan K C Yuen
- Program of Genetics and Genome Biology, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686 Bay Street, Toronto, M5G 0A4, Canada
- Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, ON, M3S 1A8, Canada
| | - Agessandro Abrahão
- Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, North York, Toronto, ON, M4N 3M5, Canada
| | - Julia Keith
- Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, North York, Toronto, ON, M4N 3M5, Canada
| | - Lorne Zinman
- Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, North York, Toronto, ON, M4N 3M5, Canada
| | - Janice Robertson
- Tanz Centre for Research of Neurodegenerative Diseases, University of Toronto, 60 Leonard Avenue, Toronto, M5T 2S8, Canada
| | - Ekaterina Rogaeva
- Tanz Centre for Research of Neurodegenerative Diseases, University of Toronto, 60 Leonard Avenue, Toronto, M5T 2S8, Canada
| | - Guy A Rouleau
- Montreal Neurological Institute-Hospital, McGill University, 3801 University Avenue, Montreal, Quebec, H3A 2B4, Canada
- Department of Neurology and Neurosurgery, McGill University, 3801 University Avenue, Montreal, Quebec, H3A 2B4, Canada
- Department of Human Genetics, McGill University, 3801 University Avenue, Montreal, Quebec, H3A 2B4, Canada
| | - R Frank Kooy
- Department of Medical Genetics, University of Antwerp, Belgium
| | - Christopher E Pearson
- Program of Genetics and Genome Biology, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children, 686 Bay Street, Toronto, M5G 0A4, Canada
- Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, ON, M3S 1A8, Canada
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8
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Yu X, Xu J, Song B, Zhu R, Liu J, Liu YF, Ma YJ. The role of epigenetics in women's reproductive health: the impact of environmental factors. Front Endocrinol (Lausanne) 2024; 15:1399757. [PMID: 39345884 PMCID: PMC11427273 DOI: 10.3389/fendo.2024.1399757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 08/28/2024] [Indexed: 10/01/2024] Open
Abstract
This paper explores the significant role of epigenetics in women's reproductive health, focusing on the impact of environmental factors. It highlights the crucial link between epigenetic modifications-such as DNA methylation and histones post-translational modifications-and reproductive health issues, including infertility and pregnancy complications. The paper reviews the influence of pollutants like PM2.5, heavy metals, and endocrine disruptors on gene expression through epigenetic mechanisms, emphasizing the need for understanding how dietary, lifestyle choices, and exposure to chemicals affect gene expression and reproductive health. Future research directions include deeper investigation into epigenetics in female reproductive health and leveraging gene editing to mitigate epigenetic changes for improving IVF success rates and managing reproductive disorders.
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Affiliation(s)
- Xinru Yu
- College Of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Jiawei Xu
- College Of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine School, Jinan, Shandong, China
| | - Bihan Song
- College Of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine School, Jinan, Shandong, China
| | - Runhe Zhu
- College Of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine School, Jinan, Shandong, China
| | - Jiaxin Liu
- College Of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Yi Fan Liu
- Medical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Ying Jie Ma
- The First Clinical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
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9
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Xie L, Li H, Xiao M, Chen N, Zang X, Liu Y, Ye H, Tang C. Epigenetic insights into Fragile X Syndrome. Front Cell Dev Biol 2024; 12:1432444. [PMID: 39220684 PMCID: PMC11362040 DOI: 10.3389/fcell.2024.1432444] [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: 05/14/2024] [Accepted: 08/05/2024] [Indexed: 09/04/2024] Open
Abstract
Fragile X Syndrome (FXS) is a genetic neurodevelopmental disorder closely associated with intellectual disability and autism spectrum disorders. The core of the disease lies in the abnormal expansion of the CGG trinucleotide repeat sequence at the 5'end of the FMR1 gene. When the repetition exceeds 200 times, it causes the silencing of the FMR1 gene, leading to the absence of the encoded Fragile X mental retardation protein 1 (FMRP). Although the detailed mechanism by which the CGG repeat expansion triggers gene silencing is yet to be fully elucidated, it is known that this process does not alter the promoter region or the coding sequence of the FMR1 gene. This discovery provides a scientific basis for the potential reversal of FMR1 gene silencing through interventional approaches, thereby improving the symptoms of FXS. Epigenetics, a mechanism of genetic regulation that does not depend on changes in the DNA sequence, has become a new focus in FXS research by modulating gene expression in a reversible manner. The latest progress in molecular genetics has revealed that epigenetics plays a key role in the pathogenesis and pathophysiological processes of FXS. This article compiles the existing research findings on the role of epigenetics in Fragile X Syndrome (FXS) with the aim of deepening the understanding of the pathogenesis of FXS to identify potential targets for new therapeutic strategies.
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Affiliation(s)
- Liangqun Xie
- The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, China
- Department of Obstetrics and Gynecology, The First College of Clinical Medical Science, Yichang Central People’s Hospital, Three Gorges University, Yichang, Hubei, China
| | - Huiying Li
- Department of Obstetrics and Gynecology, The First College of Clinical Medical Science, Yichang Central People’s Hospital, Three Gorges University, Yichang, Hubei, China
| | - MengLiang Xiao
- Department of Obstetrics and Gynecology, The First College of Clinical Medical Science, Yichang Central People’s Hospital, Three Gorges University, Yichang, Hubei, China
| | - Ningjing Chen
- Department of Obstetrics and Gynecology, The First College of Clinical Medical Science, Yichang Central People’s Hospital, Three Gorges University, Yichang, Hubei, China
| | - Xiaoxiao Zang
- The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, China
| | - Yingying Liu
- Department of Obstetrics and Gynecology, The First College of Clinical Medical Science, Yichang Central People’s Hospital, Three Gorges University, Yichang, Hubei, China
| | - Hong Ye
- Department of Obstetrics and Gynecology, The First College of Clinical Medical Science, Yichang Central People’s Hospital, Three Gorges University, Yichang, Hubei, China
| | - Chaogang Tang
- The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, China
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10
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Patel R, Pham K, Chandrashekar H, Phillips-Cremins JE. FISHnet: Detecting chromatin domains in single-cell sequential Oligopaints imaging data. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.18.599627. [PMID: 38948824 PMCID: PMC11212945 DOI: 10.1101/2024.06.18.599627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
Sequential Oligopaints DNA FISH is an imaging technique that measures higher-order genome folding at single-allele resolution via multiplexed, probe-based tracing. Currently there is a paucity of algorithms to identify 3D genome features in sequential Oligopaints data. Here, we present FISHnet, a graph theory method based on optimization of network modularity to detect chromatin domains and boundaries in pairwise distance matrices. FISHnet uncovers cell type-specific domain-like folding patterns on single alleles, thus enabling future studies aiming to elucidate the role for single-cell folding variation on genome function.
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Affiliation(s)
- Rohan Patel
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
| | - Kenneth Pham
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
| | - Harshini Chandrashekar
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
| | - Jennifer E Phillips-Cremins
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania
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11
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Martitz A, Schulz EG. Spatial orchestration of the genome: topological reorganisation during X-chromosome inactivation. Curr Opin Genet Dev 2024; 86:102198. [PMID: 38663040 DOI: 10.1016/j.gde.2024.102198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 03/21/2024] [Accepted: 04/05/2024] [Indexed: 06/11/2024]
Abstract
Genomes are organised through hierarchical structures, ranging from local kilobase-scale cis-regulatory contacts to large chromosome territories. Most notably, (sub)-compartments partition chromosomes according to transcriptional activity, while topologically associating domains (TADs) define cis-regulatory landscapes. The inactive X chromosome in mammals has provided unique insights into the regulation and function of the three-dimensional (3D) genome. Concurrent with silencing of the majority of genes and major alterations of its chromatin state, the X chromosome undergoes profound spatial rearrangements at multiple scales. These include the emergence of megadomains, alterations of the compartment structure and loss of the majority of TADs. Moreover, the Xist locus, which orchestrates X-chromosome inactivation, has provided key insights into regulation and function of regulatory domains. This review provides an overview of recent insights into the control of these structural rearrangements and contextualises them within a broader understanding of 3D genome organisation.
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Affiliation(s)
- Alexandra Martitz
- Systems Epigenetics, Otto Warburg Laboratories, Max Planck Institute for Molecular Genetics, 14195 Berlin, Germany; Department of Biology, Chemistry, Pharmacy, Freie Universität Berlin, 14195 Berlin, Germany
| | - Edda G Schulz
- Systems Epigenetics, Otto Warburg Laboratories, Max Planck Institute for Molecular Genetics, 14195 Berlin, Germany.
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12
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Su C, Chandradoss KR, Malachowski T, Boya R, Ryu HS, Brennand KJ, Phillips-Cremins JE. MASTR-seq: Multiplexed Analysis of Short Tandem Repeats with sequencing. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.29.591790. [PMID: 38746155 PMCID: PMC11092654 DOI: 10.1101/2024.04.29.591790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
More than 60 human disorders have been linked to unstable expansion of short tandem repeat (STR) tracts. STR length and the extent of DNA methylation is linked to disease pathology and can be mosaic in a cell type-specific manner in several repeat expansion disorders. Mosaic phenomenon have been difficult to study to date due to technical bias intrinsic to repeat sequences and the need for multi-modal measurements at single-allele resolution. Nanopore long-read sequencing accurately measures STR length and DNA methylation in the same single molecule but is cost prohibitive for studies assessing a target locus across multiple experimental conditions or patient samples. Here, we describe MASTR-seq, M ultiplexed A nalysis of S hort T andem R epeats, for cost-effective, high-throughput, accurate, multi-modal measurements of DNA methylation and STR genotype at single-allele resolution. MASTR-seq couples long-read sequencing, Cas9-mediated target enrichment, and PCR-free multiplexed barcoding to achieve a >ten-fold increase in on-target read mapping for 8-12 pooled samples in a single MinION flow cell. We provide a detailed experimental protocol and computational tools and present evidence that MASTR-seq quantifies tract length and DNA methylation status for CGG and CAG STR loci in normal-length and mutation-length human cell lines. The MASTR-seq protocol takes approximately eight days for experiments and one additional day for data processing and analyses. Key points We provide a protocol for MASTR-seq: M ultiplexed A nalysis of S hort T andem R epeats using Cas9-mediated target enrichment and PCR-free, multiplexed nanopore sequencing. MASTR-seq achieves a >10-fold increase in on-target read proportion for highly repetitive, technically inaccessible regions of the genome relevant for human health and disease.MASTR-seq allows for high-throughput, efficient, accurate, and cost-effective measurement of STR length and DNA methylation in the same single allele for up to 8-12 samples in parallel in one Nanopore MinION flow cell.
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13
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Lee KH, Kim J, Kim JH. 3D epigenomics and 3D epigenopathies. BMB Rep 2024; 57:216-231. [PMID: 38627948 PMCID: PMC11139681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 01/15/2024] [Accepted: 03/18/2024] [Indexed: 05/25/2024] Open
Abstract
Mammalian genomes are intricately compacted to form sophisticated 3-dimensional structures within the tiny nucleus, so called 3D genome folding. Despite their shapes reminiscent of an entangled yarn, the rapid development of molecular and next-generation sequencing technologies (NGS) has revealed that mammalian genomes are highly organized in a hierarchical order that delicately affects transcription activities. An increasing amount of evidence suggests that 3D genome folding is implicated in diseases, giving us a clue on how to identify novel therapeutic approaches. In this review, we will study what 3D genome folding means in epigenetics, what types of 3D genome structures there are, how they are formed, and how the technologies have developed to explore them. We will also discuss the pathological implications of 3D genome folding. Finally, we will discuss how to leverage 3D genome folding and engineering for future studies. [BMB Reports 2024; 57(5): 216-231].
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Affiliation(s)
- Kyung-Hwan Lee
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon 34141, Korea
| | - Jungyu Kim
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon 34141, Korea
| | - Ji Hun Kim
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon 34141, Korea
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14
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Schulz EG. BREACHing new grounds in fragile X syndrome: Trinucleotide expansion linked to genome-wide heterochromatin domains and genome misfolding. Mol Cell 2024; 84:413-414. [PMID: 38307002 DOI: 10.1016/j.molcel.2023.12.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 12/21/2023] [Accepted: 12/21/2023] [Indexed: 02/04/2024]
Abstract
In a recent study in Cell, Malachowski et al.1 show that the trinucleotide expansion in the FMR1 gene underlying fragile X syndrome triggers formation of large heterochromatin domains across the genome, resulting in the repression of synaptic genes housed within these domains.
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Affiliation(s)
- Edda G Schulz
- Max Planck Institute for Molecular Genetics, Berlin, Germany
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