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1.
Cell ; 186(26): 5840-5858.e36, 2023 12 21.
Artículo en Inglés | MEDLINE | ID: mdl-38134876

RESUMEN

Short tandem repeat (STR) instability causes transcriptional silencing in several repeat expansion disorders. In fragile X syndrome (FXS), mutation-length expansion of a CGG STR represses FMR1 via local DNA methylation. Here, we find megabase-scale H3K9me3 domains on autosomes and encompassing FMR1 on the X chromosome in FXS patient-derived iPSCs, iPSC-derived neural progenitors, EBV-transformed lymphoblasts, and brain tissue with mutation-length CGG expansion. H3K9me3 domains connect via inter-chromosomal interactions and demarcate severe misfolding of TADs and loops. They harbor long synaptic genes replicating at the end of S phase, replication-stress-induced double-strand breaks, and STRs prone to stepwise somatic instability. CRISPR engineering of the mutation-length CGG to premutation length reverses H3K9me3 on the X chromosome and multiple autosomes, refolds TADs, and restores gene expression. H3K9me3 domains can also arise in normal-length iPSCs created with perturbations linked to genome instability, suggesting their relevance beyond FXS. Our results reveal Mb-scale heterochromatinization and trans interactions among loci susceptible to instability.


Asunto(s)
Síndrome del Cromosoma X Frágil , Humanos , Síndrome del Cromosoma X Frágil/genética , Síndrome del Cromosoma X Frágil/metabolismo , Expansión de Repetición de Trinucleótido , Metilación de ADN , Mutación , Proteína de la Discapacidad Intelectual del Síndrome del Cromosoma X Frágil/genética , Proteína de la Discapacidad Intelectual del Síndrome del Cromosoma X Frágil/metabolismo
2.
Cell ; 185(20): 3689-3704.e21, 2022 09 29.
Artículo en Inglés | MEDLINE | ID: mdl-36179666

RESUMEN

Regulatory landscapes drive complex developmental gene expression, but it remains unclear how their integrity is maintained when incorporating novel genes and functions during evolution. Here, we investigated how a placental mammal-specific gene, Zfp42, emerged in an ancient vertebrate topologically associated domain (TAD) without adopting or disrupting the conserved expression of its gene, Fat1. In ESCs, physical TAD partitioning separates Zfp42 and Fat1 with distinct local enhancers that drive their independent expression. This separation is driven by chromatin activity and not CTCF/cohesin. In contrast, in embryonic limbs, inactive Zfp42 shares Fat1's intact TAD without responding to active Fat1 enhancers. However, neither Fat1 enhancer-incompatibility nor nuclear envelope-attachment account for Zfp42's unresponsiveness. Rather, Zfp42's promoter is rendered inert to enhancers by context-dependent DNA methylation. Thus, diverse mechanisms enabled the integration of independent Zfp42 regulation in the Fat1 locus. Critically, such regulatory complexity appears common in evolution as, genome wide, most TADs contain multiple independently expressed genes.


Asunto(s)
Cromatina , Placenta , Animales , Factor de Unión a CCCTC/metabolismo , Ensamble y Desensamble de Cromatina , Elementos de Facilitación Genéticos , Evolución Molecular , Femenino , Genoma , Mamíferos/metabolismo , Placenta/metabolismo , Embarazo , Regiones Promotoras Genéticas , Factores de Transcripción/genética , Factores de Transcripción/metabolismo
3.
Immunity ; 57(5): 1005-1018.e7, 2024 May 14.
Artículo en Inglés | MEDLINE | ID: mdl-38697116

RESUMEN

Cytokine expression during T cell differentiation is a highly regulated process that involves long-range promoter-enhancer and CTCF-CTCF contacts at cytokine loci. Here, we investigated the impact of dynamic chromatin loop formation within the topologically associating domain (TAD) in regulating the expression of interferon gamma (IFN-γ) and interleukin-22 (IL-22); these cytokine loci are closely located in the genome and are associated with complex enhancer landscapes, which are selectively active in type 1 and type 3 lymphocytes. In situ Hi-C analyses revealed inducible TADs that insulated Ifng and Il22 enhancers during Th1 cell differentiation. Targeted deletion of a 17 bp boundary motif of these TADs imbalanced Th1- and Th17-associated immunity, both in vitro and in vivo, upon Toxoplasma gondii infection. In contrast, this boundary element was dispensable for cytokine regulation in natural killer cells. Our findings suggest that precise cytokine regulation relies on lineage- and developmental stage-specific interactions of 3D chromatin architectures and enhancer landscapes.


Asunto(s)
Factor de Unión a CCCTC , Diferenciación Celular , Interferón gamma , Interleucina-22 , Interleucinas , Células TH1 , Animales , Factor de Unión a CCCTC/metabolismo , Factor de Unión a CCCTC/genética , Células TH1/inmunología , Ratones , Diferenciación Celular/inmunología , Interferón gamma/metabolismo , Sitios de Unión , Interleucinas/metabolismo , Interleucinas/genética , Elementos de Facilitación Genéticos/genética , Ratones Endogámicos C57BL , Cromatina/metabolismo , Toxoplasmosis/inmunología , Toxoplasmosis/parasitología , Toxoplasmosis/genética , Regulación de la Expresión Génica , Toxoplasma/inmunología , Citocinas/metabolismo , Linaje de la Célula , Células Th17/inmunología
4.
Cell ; 174(2): 406-421.e25, 2018 07 12.
Artículo en Inglés | MEDLINE | ID: mdl-29887375

RESUMEN

Mammalian chromosomes are partitioned into A/B compartments and topologically associated domains (TADs). The inactive X (Xi) chromosome, however, adopts a distinct conformation without evident compartments or TADs. Here, through exploration of an architectural protein, structural-maintenance-of-chromosomes hinge domain containing 1 (SMCHD1), we probe how the Xi is reconfigured during X chromosome inactivation. A/B compartments are first fused into "S1" and "S2" compartments, coinciding with Xist spreading into gene-rich domains. SMCHD1 then binds S1/S2 compartments and merges them to create a compartment-less architecture. Contrary to current views, TADs remain on the Xi but in an attenuated state. Ablating SMCHD1 results in a persistent S1/S2 organization and strengthening of TADs. Furthermore, loss of SMCHD1 causes regional defects in Xist spreading and erosion of heterochromatic silencing. We present a stepwise model for Xi folding, where SMCHD1 attenuates a hidden layer of Xi architecture to facilitate Xist spreading.


Asunto(s)
Proteínas Cromosómicas no Histona/metabolismo , Cromosomas de los Mamíferos/química , Inactivación del Cromosoma X , Alelos , Animales , Línea Celular , Proteínas Cromosómicas no Histona/genética , Cromosomas de los Mamíferos/metabolismo , Metilación de ADN , Femenino , Heterocromatina/metabolismo , Histonas/genética , Histonas/metabolismo , Masculino , Ratones , Células Madre Embrionarias de Ratones/citología , Células Madre Embrionarias de Ratones/metabolismo , Análisis de Componente Principal , ARN Largo no Codificante/genética , ARN Largo no Codificante/metabolismo
5.
Cell ; 175(1): 224-238.e15, 2018 09 20.
Artículo en Inglés | MEDLINE | ID: mdl-30173918

RESUMEN

More than 25 inherited human disorders are caused by the unstable expansion of repetitive DNA sequences termed short tandem repeats (STRs). A fundamental unresolved question is why some STRs are susceptible to pathologic expansion, whereas thousands of repeat tracts across the human genome are relatively stable. Here, we discover that nearly all disease-associated STRs (daSTRs) are located at boundaries demarcating 3D chromatin domains. We identify a subset of boundaries with markedly higher CpG island density compared to the rest of the genome. daSTRs specifically localize to ultra-high-density CpG island boundaries, suggesting they might be hotspots for epigenetic misregulation or topological disruption linked to STR expansion. Fragile X syndrome patients exhibit severe boundary disruption in a manner that correlates with local loss of CTCF occupancy and the degree of FMR1 silencing. Our data uncover higher-order chromatin architecture as a new dimension in understanding repeat expansion disorders.


Asunto(s)
Cromatina/genética , Repeticiones de Microsatélite/fisiología , Expansión de Repetición de Trinucleótido/fisiología , Adulto , Encéfalo/citología , Encéfalo/patología , Factor de Unión a CCCTC/genética , Factor de Unión a CCCTC/fisiología , Línea Celular , Cromatina/fisiología , Ensamble y Desensamble de Cromatina/genética , Ensamble y Desensamble de Cromatina/fisiología , Islas de CpG/genética , Islas de CpG/fisiología , ADN/genética , Enfermedad/etiología , Enfermedad/genética , Femenino , Proteína de la Discapacidad Intelectual del Síndrome del Cromosoma X Frágil/genética , Proteína de la Discapacidad Intelectual del Síndrome del Cromosoma X Frágil/metabolismo , Proteína de la Discapacidad Intelectual del Síndrome del Cromosoma X Frágil/fisiología , Síndrome del Cromosoma X Frágil/genética , Síndrome del Cromosoma X Frágil/metabolismo , Genoma Humano/genética , Humanos , Masculino , Repeticiones de Microsatélite/genética , Expansión de Repetición de Trinucleótido/genética
6.
Cell ; 169(2): 216-228.e19, 2017 04 06.
Artículo en Inglés | MEDLINE | ID: mdl-28388407

RESUMEN

Chromatin architecture is fundamental in regulating gene expression. To investigate when spatial genome organization is first established during development, we examined chromatin conformation during Drosophila embryogenesis and observed the emergence of chromatin architecture within a tight time window that coincides with the onset of transcription activation in the zygote. Prior to zygotic genome activation, the genome is mostly unstructured. Early expressed genes serve as nucleation sites for topologically associating domain (TAD) boundaries. Activation of gene expression coincides with the establishment of TADs throughout the genome and co-localization of housekeeping gene clusters, which remain stable in subsequent stages of development. However, the appearance of TAD boundaries is independent of transcription and requires the transcription factor Zelda for locus-specific TAD boundary insulation. These results offer insight into when spatial organization of the genome emerges and identify a key factor that helps trigger this architecture.


Asunto(s)
Cromatina/metabolismo , Drosophila melanogaster/embriología , Drosophila melanogaster/genética , Genoma de los Insectos , Activación Transcripcional , Cigoto/metabolismo , Animales , Proteínas de Drosophila/metabolismo , Embrión no Mamífero/metabolismo , Genes Esenciales , Proteínas Nucleares , ARN Polimerasa II/metabolismo , Factores de Tiempo , Factores de Transcripción/metabolismo , Transcripción Genética
7.
Mol Cell ; 77(2): 279-293.e8, 2020 01 16.
Artículo en Inglés | MEDLINE | ID: mdl-31784360

RESUMEN

The genomes of mammalian neurons contain uniquely high levels of non-CG DNA methylation that can be bound by the Rett syndrome protein, MeCP2, to regulate gene expression. How patterns of non-CG methylation are established in neurons and the mechanism by which this methylation works with MeCP2 to control gene expression is unclear. Here, we find that genes repressed by MeCP2 are often located within megabase-scale regions of high non-CG methylation that correspond with topologically associating domains of chromatin folding. MeCP2 represses enhancers found in these domains that are enriched for non-CG and CG methylation, with the strongest repression occurring for enhancers located within MeCP2-repressed genes. These alterations in enhancer activity provide a mechanism for how MeCP2 disruption in disease can lead to widespread changes in gene expression. Hence, we find that DNA topology can shape non-CG DNA methylation across the genome to dictate MeCP2-mediated enhancer regulation in the brain.


Asunto(s)
Cromosomas/genética , Metilación de ADN/genética , Elementos de Facilitación Genéticos/genética , Proteína 2 de Unión a Metil-CpG/genética , Proteínas Represoras/genética , Animales , Encéfalo/fisiología , Femenino , Regulación de la Expresión Génica/genética , Genoma/genética , Humanos , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Ratas
8.
Genes Dev ; 34(13-14): 931-949, 2020 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-32439634

RESUMEN

Polycomb group (PcG) proteins silence gene expression by chemically and physically modifying chromatin. A subset of PcG target loci are compacted and cluster in the nucleus; a conformation that is thought to contribute to gene silencing. However, how these interactions influence gross nuclear organization and their relationship with transcription remains poorly understood. Here we examine the role of Polycomb-repressive complex 1 (PRC1) in shaping 3D genome organization in mouse embryonic stem cells (mESCs). Using a combination of imaging and Hi-C analyses, we show that PRC1-mediated long-range interactions are independent of CTCF and can bridge sites at a megabase scale. Impairment of PRC1 enzymatic activity does not directly disrupt these interactions. We demonstrate that PcG targets coalesce in vivo, and that developmentally induced expression of one of the target loci disrupts this spatial arrangement. Finally, we show that transcriptional activation and the loss of PRC1-mediated interactions are separable events. These findings provide important insights into the function of PRC1, while highlighting the complexity of this regulatory system.


Asunto(s)
Núcleo Celular/genética , Genoma/genética , Complejo Represivo Polycomb 1/genética , Complejo Represivo Polycomb 1/metabolismo , Animales , Factor de Unión a CCCTC/metabolismo , Embrión de Mamíferos , Ratones , Células Madre Embrionarias de Ratones , Proteínas del Grupo Polycomb/metabolismo , Unión Proteica , Ubiquitina-Proteína Ligasas/genética , Ubiquitina-Proteína Ligasas/metabolismo
9.
Mol Cell ; 74(1): 212-222.e5, 2019 04 04.
Artículo en Inglés | MEDLINE | ID: mdl-30795893

RESUMEN

Eukaryotic chromosomes are organized in multiple scales, from nucleosomes to chromosome territories. Recently, genome-wide methods identified an intermediate level of chromosome organization, topologically associating domains (TADs), that play key roles in transcriptional regulation. However, these methods cannot directly examine the interplay between transcriptional activation and chromosome architecture while maintaining spatial information. Here we present a multiplexed, sequential imaging approach (Hi-M) that permits simultaneous detection of chromosome organization and transcription in single nuclei. This allowed us to unveil the changes in 3D chromatin organization occurring upon transcriptional activation and homologous chromosome unpairing during awakening of the zygotic genome in intact Drosophila embryos. Excitingly, the ability of Hi-M to explore the multi-scale chromosome architecture with spatial resolution at different stages of development or during the cell cycle will be key to understanding the mechanisms and consequences of the 4D organization of the genome.


Asunto(s)
Ensamble y Desensamble de Cromatina , Cromatina/genética , Cromosomas de Insectos/genética , Drosophila melanogaster/genética , Genoma , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Microscopía Fluorescente/métodos , ARN/genética , Análisis de la Célula Individual/métodos , Transcripción Genética , Activación Transcripcional , Animales , Ciclo Celular/genética , Cromatina/metabolismo , Drosophila melanogaster/embriología , Drosophila melanogaster/metabolismo , Regulación del Desarrollo de la Expresión Génica , Hibridación Fluorescente in Situ , ARN/biosíntesis
10.
Trends Genet ; 39(3): 217-232, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-36642680

RESUMEN

Topologically associating domains (TADs) are integral to spatial genome organization, instructing gene expression, and cell fate. Recently, several advances have uncovered roles for noncoding RNAs (ncRNAs) in the regulation of the form and function of mammalian TADs. Phase separation has also emerged as a potential arbiter of ncRNAs in the regulation of TADs. In this review we discuss the implications of these novel findings in relation to how ncRNAs might structurally and functionally regulate TADs from two perspectives: moderating loop extrusion through interactions with architectural proteins, and facilitating TAD phase separation. Additionally, we propose future studies and directions to investigate these phenomena.


Asunto(s)
Ensamble y Desensamble de Cromatina , Genoma , Animales , Diferenciación Celular , Cromatina , Mamíferos/genética
11.
Trends Genet ; 39(2): 140-153, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36549923

RESUMEN

Regulation of gene expression is a complex but highly guided process. While genomic technologies and computational approaches have allowed high-throughput mapping of cis-regulatory elements (CREs) and their interactions in 3D, their precise role in regulating gene expression remains obscure. Recent complementary observations revealed that interactions between CREs frequently result in the formation of small-scale functional modules within topologically associating domains. Such chromatin modules likely emerge from a complex interplay between regulatory machineries assembled at CREs, including site-specific binding of transcription factors. Here, we review the methods that allow identifying chromatin modules, summarize possible mechanisms that steer CRE interactions within these modules, and discuss outstanding challenges to uncover how chromatin modules fit in our current understanding of the functional 3D genome.


Asunto(s)
Cromatina , Regulación de la Expresión Génica , Cromatina/genética , Regulación de la Expresión Génica/genética , Genoma/genética , Genómica , Secuencias Reguladoras de Ácidos Nucleicos/genética
12.
Brief Bioinform ; 25(4)2024 May 23.
Artículo en Inglés | MEDLINE | ID: mdl-38935071

RESUMEN

Advances in chromatin mapping have exposed the complex chromatin hierarchical organization in mammals, including topologically associating domains (TADs) and their substructures, yet the functional implications of this hierarchy in gene regulation and disease progression are not fully elucidated. Our study delves into the phenomenon of shared TAD boundaries, which are pivotal in maintaining the hierarchical chromatin structure and regulating gene activity. By integrating high-resolution Hi-C data, chromatin accessibility, and DNA double-strand breaks (DSBs) data from various cell lines, we systematically explore the complex regulatory landscape at high-level TAD boundaries. Our findings indicate that these boundaries are not only key architectural elements but also vibrant hubs, enriched with functionally crucial genes and complex transcription factor binding site-clustered regions. Moreover, they exhibit a pronounced enrichment of DSBs, suggesting a nuanced interplay between transcriptional regulation and genomic stability. Our research provides novel insights into the intricate relationship between the 3D genome structure, gene regulation, and DNA repair mechanisms, highlighting the role of shared TAD boundaries in maintaining genomic integrity and resilience against perturbations. The implications of our findings extend to understanding the complexities of genomic diseases and open new avenues for therapeutic interventions targeting the structural and functional integrity of TAD boundaries.


Asunto(s)
Cromatina , Roturas del ADN de Doble Cadena , Reparación del ADN , Regulación de la Expresión Génica , Humanos , Cromatina/metabolismo , Cromatina/genética , Factores de Transcripción/metabolismo , Factores de Transcripción/genética , Animales , Genómica/métodos , Inestabilidad Genómica , Ensamble y Desensamble de Cromatina
13.
Brief Bioinform ; 24(4)2023 07 20.
Artículo en Inglés | MEDLINE | ID: mdl-37279476

RESUMEN

Identifying topologically associating domains (TADs), which are considered as the basic units of chromosome structure and function, can facilitate the exploration of the 3D-structure of chromosomes. Methods have been proposed to identify TADs by detecting the boundaries of TADs or identifying the closely interacted regions as TADs, while the possible inner structure of TADs is seldom investigated. In this study, we assume that a TAD is composed of a core and its surrounding attachments, and propose a method, named CATAD, to identify TADs based on the core-attachment structure model. In CATAD, the cores of TADs are identified based on the local density and cosine similarity, and the surrounding attachments are determined based on boundary insulation. CATAD was applied to the Hi-C data of two human cell lines and two mouse cell lines, and the results show that the boundaries of TADs identified by CATAD are significantly enriched by structural proteins, histone modifications, transcription start sites and enzymes. Furthermore, CATAD outperforms other methods in many cases, in terms of the average peak, boundary tagged ratio and fold change. In addition, CATAD is robust and rarely affected by the different resolutions of Hi-C matrices. Conclusively, identifying TADs based on the core-attachment structure is useful, which may inspire researchers to explore TADs from the angles of possible spatial structures and formation process.


Asunto(s)
Cromosomas , Código de Histonas , Animales , Ratones , Humanos
14.
Brief Bioinform ; 24(3)2023 05 19.
Artículo en Inglés | MEDLINE | ID: mdl-37139561

RESUMEN

With the development of chromosome conformation capture technique, the study of spatial conformation of a genome based on Hi-C technique has made a quantum leap. Previous studies reveal that genomes are folded into hierarchy of three-dimensional (3D) structures associated with topologically associating domains (TADs), and detecting TAD boundaries is of great significance in the chromosome-level analysis of 3D genome architecture. In this paper, we propose a novel TAD identification method, LPAD, which first extracts node correlations from global interactions of chromosomes based on the random walk with restart and then builds an undirected graph from Hi-C contact matrix. Next, LPAD designs a label propagation-based approach to discover communities and generates TADs. Experimental results verify the effectiveness and quality of TAD detections compared with existing methods. Furthermore, experimental evaluation of chromatin immunoprecipitation sequencing data shows that LPAD performs high enrichment of histone modifications remarkably nearby the TAD boundaries, and these results demonstrate LPAD's advantages on TAD identification accuracy.


Asunto(s)
Cromosomas , Genoma , Cromosomas/genética , Código de Histonas , Conformación Molecular
15.
Mol Cell ; 66(3): 420-435.e5, 2017 May 04.
Artículo en Inglés | MEDLINE | ID: mdl-28475875

RESUMEN

Interactions between transcriptional promoters and their distal regulatory elements play an important role in transcriptional regulation; however, the extent to which these interactions are subject to rapid modulations in response to signals is unknown. Here, we use promoter capture Hi-C to demonstrate a rapid reorganization of promoter-anchored chromatin loops within 4 hr after inducing differentiation of 3T3-L1 preadipocytes. The establishment of new promoter-enhancer loops is tightly coupled to activation of poised (histone H3 lysine 4 mono- and dimethylated) enhancers, as evidenced by the acquisition of histone H3 lysine 27 acetylation and the binding of MED1, SMC1, and P300 proteins to these regions, as well as to activation of target genes. Intriguingly, formation of loops connecting activated enhancers and promoters is also associated with extensive recruitment of corepressors such as NCoR and HDACs, indicating that this class of coregulators may play a previously unrecognized role during enhancer activation.


Asunto(s)
Adipocitos/metabolismo , Adipogénesis , Ensamble y Desensamble de Cromatina , Cromatina/metabolismo , Regiones Promotoras Genéticas , Células 3T3-L1 , Animales , Proteínas de Ciclo Celular/genética , Proteínas de Ciclo Celular/metabolismo , Cromatina/química , Cromatina/genética , Inmunoprecipitación de Cromatina , Proteínas Cromosómicas no Histona/genética , Proteínas Cromosómicas no Histona/metabolismo , Proteína p300 Asociada a E1A/genética , Proteína p300 Asociada a E1A/metabolismo , Elementos de Facilitación Genéticos , Subunidad 1 del Complejo Mediador/genética , Subunidad 1 del Complejo Mediador/metabolismo , Ratones , Conformación de Ácido Nucleico , ARN Mensajero/genética , ARN Mensajero/metabolismo , Análisis de Secuencia de ARN , Factores de Tiempo , Transcripción Genética , Activación Transcripcional
16.
Proc Natl Acad Sci U S A ; 119(40): e2209139119, 2022 10 04.
Artículo en Inglés | MEDLINE | ID: mdl-36161960

RESUMEN

Decrypting the rearrangements that drive mammalian chromosome evolution is critical to understanding the molecular bases of speciation, adaptation, and disease susceptibility. Using 8 scaffolded and 26 chromosome-scale genome assemblies representing 23/26 mammal orders, we computationally reconstructed ancestral karyotypes and syntenic relationships at 16 nodes along the mammalian phylogeny. Three different reference genomes (human, sloth, and cattle) representing phylogenetically distinct mammalian superorders were used to assess reference bias in the reconstructed ancestral karyotypes and to expand the number of clades with reconstructed genomes. The mammalian ancestor likely had 19 pairs of autosomes, with nine of the smallest chromosomes shared with the common ancestor of all amniotes (three still conserved in extant mammals), demonstrating a striking conservation of synteny for ∼320 My of vertebrate evolution. The numbers and types of chromosome rearrangements were classified for transitions between the ancestral mammalian karyotype, descendent ancestors, and extant species. For example, 94 inversions, 16 fissions, and 14 fusions that occurred over 53 My differentiated the therian from the descendent eutherian ancestor. The highest breakpoint rate was observed between the mammalian and therian ancestors (3.9 breakpoints/My). Reconstructed mammalian ancestor chromosomes were found to have distinct evolutionary histories reflected in their rates and types of rearrangements. The distributions of genes, repetitive elements, topologically associating domains, and actively transcribed regions in multispecies homologous synteny blocks and evolutionary breakpoint regions indicate that purifying selection acted over millions of years of vertebrate evolution to maintain syntenic relationships of developmentally important genes and regulatory landscapes of gene-dense chromosomes.


Asunto(s)
Evolución Molecular , Cariotipo , Mamíferos , Sintenía , Animales , Bovinos/genética , Cromosomas de los Mamíferos/genética , Euterios/genética , Humanos , Mamíferos/genética , Filogenia , Perezosos/genética , Sintenía/genética
17.
Semin Cell Dev Biol ; 121: 171-185, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-34429265

RESUMEN

The three-dimensional structure of the human genome has been proven to have a significant functional impact on gene expression. The high-order spatial chromatin is organised first by looping mediated by multiple protein factors, and then it is further formed into larger structures of topologically associated domains (TADs) or chromatin contact domains (CCDs), followed by A/B compartments and finally the chromosomal territories (CTs). The genetic variation observed in human population influences the multi-scale structures, posing a question regarding the functional impact of structural variants reflected by the variability of the genes expression patterns. The current methods of evaluating the functional effect include eQTLs analysis which uses statistical testing of influence of variants on spatially close genes. Rarely, non-coding DNA sequence changes are evaluated by their impact on the biomolecular interaction network (BIN) reflecting the cellular interactome that can be analysed by the classical graph-theoretic algorithms. Therefore, in the second part of the review, we introduce the concept of BIN, i.e. a meta-network model of the complete molecular interactome developed by integrating various biological networks. The BIN meta-network model includes DNA-protein binding by the plethora of protein factors as well as chromatin interactions, therefore allowing connection of genomics with the downstream biomolecular processes present in a cell. As an illustration, we scrutinise the chromatin interactions mediated by the CTCF protein detected in a ChIA-PET experiment in the human lymphoblastoid cell line GM12878. In the corresponding BIN meta-network the DNA spatial proximity is represented as a graph model, combined with the Proteins-Interaction Network (PIN) of human proteome using the Gene Association Network (GAN). Furthermore, we enriched the BIN with the signalling and metabolic pathways and Gene Ontology (GO) terms to assert its functional context. Finally, we mapped the Single Nucleotide Polymorphisms (SNPs) from the GWAS studies and identified the chromatin mutational hot-spots associated with a significant enrichment of SNPs related to autoimmune diseases. Afterwards, we mapped Structural Variants (SVs) from healthy individuals of 1000 Genomes Project and identified an interesting example of the missing protein complex associated with protein Q6GYQ0 due to a deletion on chromosome 14. Such an analysis using the meta-network BIN model is therefore helpful in evaluating the influence of genetic variation on spatial organisation of the genome and its functional effect in a cell.


Asunto(s)
Cromatina/metabolismo , Genoma Humano/genética , Genómica/métodos , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Mapas de Interacción de Proteínas/genética , Humanos
18.
Trends Genet ; 37(3): 216-223, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33203573

RESUMEN

The notion that topologically associating domains (TADs) are highly conserved across species is prevalent in the field of 3D genomics. However, what exactly is meant by 'highly conserved' and what are the actual comparative data that support this notion? To address these questions, we performed a historical review of the relevant literature and retraced numerous citation chains to reveal the primary data that were used as the basis for the widely accepted conclusion that TADs are highly conserved across evolution. A thorough review of the available evidence suggests the answer may be more complex than what is commonly presented.


Asunto(s)
Secuencia Conservada/genética , Evolución Molecular , Dominios Proteicos/genética , Cromatina/genética , Ensamble y Desensamble de Cromatina/genética , Genoma Humano/genética , Genómica , Humanos
19.
Brief Bioinform ; 23(2)2022 03 10.
Artículo en Inglés | MEDLINE | ID: mdl-35181793

RESUMEN

Chromosome is composed of many distinct chromatin domains, referred to variably as topological domains or topologically associating domains (TADs). The domains are stable across different cell types and highly conserved across species, thus these chromatin domains have been considered as the basic units of chromosome folding and regarded as an important secondary structure in chromosome organization. However, the identification of TAD boundaries is still a great challenge due to the high cost and low resolution of Hi-C data or experiments. In this study, we propose a novel ensemble learning framework, termed as StackTADB, for predicting the boundaries of TADs. StackTADB integrates four base classifiers including Random Forest, Logistic Regression, K-NearestNeighbor and Support Vector Machine. From the analysis of a series of examinations on the data set in the previous study, it is concluded that StackTADB has optimal performance in six metrics, AUC, Accuracy, MCC, Precision, Recall and F1 score, and it is superior to the existing methods. In addition, the comparison of the performance of multiple features shows that Kmers-based features play an essential role in predicting TADs boundaries of fruit flies, and we also apply the SHapley Additive exPlanations (SHAP) framework to interpret the predictions of StackTADB to identify the reason why Kmers-based features are vital. The experimental results show that the subsequences matching the BEAF-32 motif play a crucial role in predicting the boundaries of TADs. The source code is freely available at https://github.com/HaoWuLab-Bioinformatics/StackTADB and the webserver of StackTADB is freely available at http://hwtad.sdu.edu.cn:8002/StackTADB.


Asunto(s)
Cromatina , Proteínas de Drosophila , Animales , Cromosomas , Proteínas de Unión al ADN/genética , Drosophila/genética , Proteínas de Drosophila/genética , Proteínas del Ojo/genética , Aprendizaje Automático , Programas Informáticos
20.
Chromosome Res ; 31(4): 34, 2023 11 29.
Artículo en Inglés | MEDLINE | ID: mdl-38017297

RESUMEN

Eukaryotes have varying numbers and structures of characteristic chromosomes across lineages or species. The evolutionary trajectory of species may have been affected by spontaneous genome rearrangements. Chromosome fusion drastically alters karyotypes. However, the mechanisms and consequences of chromosome fusions, particularly in muntjac species, are poorly understood. Recent research-based advancements in three-dimensional (3D) genomics, particularly high-throughput chromatin conformation capture (Hi-C) sequencing, have allowed for the identification of chromosome fusions and provided mechanistic insights into three muntjac species: Muntiacus muntjak, M. reevesi, and M. crinifrons. This study aimed to uncover potential genome rearrangement patterns in the threatened species Fea's muntjac (Muntiacus feae), which have not been previously examined for such characteristics. Deep Hi-C sequencing (31.42 × coverage) was performed to reveal the 3D chromatin architecture of the Fea's muntjac genome. Patterns of repeated chromosome fusions that were potentially mediated by high-abundance transposable elements were identified. Comparative Hi-C maps demonstrated linkage homology between the sex chromosomes in Fea's muntjac and autosomes in M. reevesi, indicating that fusions may have played a crucial role in the evolution of the sex chromosomes of the lineage. The species-level dynamics of topologically associated domains (TADs) suggest that TAD organization could be altered by differential chromosome interactions owing to repeated chromosome fusions. However, research on the effect of TADs on muntjac genome evolution is insufficient. This study generated Hi-C data for the Fea's muntjac, providing a genomic resource for future investigations of the evolutionary patterns of chromatin conformation at the chromosomal level.


Asunto(s)
Cromatina , Ciervo Muntjac , Animales , Ciervo Muntjac/genética , Cromatina/genética , Mapeo Cromosómico/métodos , Genoma , Cromosomas Sexuales
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