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1.
Sci Rep ; 11(1): 10967, 2021 05 26.
Artigo em Inglês | MEDLINE | ID: mdl-34040069

RESUMO

The chronological age of a person is a key determinant of etiology and prognosis in the setting of ischemic stroke. Telomere length, an indicator of biological aging, progressively shortens with every cell cycle. Herein, we determined telomere length from peripheral blood leukocytes by Southern blot analyses in a prospective cohort of ischemic stroke patients (n = 163) and equal number of non-stroke controls and evaluated its association with various ischemic stroke features including etiology, severity, and outcome. A shorter telomere length (i.e. lowest quartile; ≤ 5.5 kb) was significantly associated with ischemic stroke (OR 2.95, 95% CI 1.70-5.13). This significant relationship persisted for all stroke etiologies, except for other rare causes of stroke. No significant association was present between admission lesion volume and telomere length; however, patients with shorter telomeres had higher admission National Institutes of Health Stroke Scale scores when adjusted for chronological age, risk factors, etiology, and infarct volume (p = 0.046). On the other hand, chronological age, but not telomere length, was associated with unfavorable outcome (modified Rankin scale > 2) and mortality at 90 days follow-up. The association between shorter telomere length and more severe clinical phenotype at the time of admission, might reflect reduced resilience of cerebral tissue to ischemia as part of biological aging.


Assuntos
Isquemia Encefálica/genética , Encurtamento do Telômero , Idade de Início , Idoso , Envelhecimento/genética , Isquemia Encefálica/epidemiologia , Isquemia Encefálica/patologia , Estudos de Casos e Controles , Cromossomos Humanos/ultraestrutura , Comorbidade , Feminino , Predisposição Genética para Doença , Humanos , Leucócitos/ultraestrutura , Masculino , Pessoa de Meia-Idade , Fenótipo , Estudos Prospectivos , Risco , Fatores de Risco , Fumar/epidemiologia , Turquia/epidemiologia
2.
Science ; 372(6545): 984-989, 2021 05 28.
Artigo em Inglês | MEDLINE | ID: mdl-34045355

RESUMO

We investigated genome folding across the eukaryotic tree of life. We find two types of three-dimensional (3D) genome architectures at the chromosome scale. Each type appears and disappears repeatedly during eukaryotic evolution. The type of genome architecture that an organism exhibits correlates with the absence of condensin II subunits. Moreover, condensin II depletion converts the architecture of the human genome to a state resembling that seen in organisms such as fungi or mosquitoes. In this state, centromeres cluster together at nucleoli, and heterochromatin domains merge. We propose a physical model in which lengthwise compaction of chromosomes by condensin II during mitosis determines chromosome-scale genome architecture, with effects that are retained during the subsequent interphase. This mechanism likely has been conserved since the last common ancestor of all eukaryotes.


Assuntos
Adenosina Trifosfatases/genética , Adenosina Trifosfatases/fisiologia , Evolução Biológica , Cromossomos/ultraestrutura , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/fisiologia , Eucariotos/genética , Genoma , Complexos Multiproteicos/genética , Complexos Multiproteicos/fisiologia , Adenosina Trifosfatases/química , Algoritmos , Animais , Nucléolo Celular/ultraestrutura , Núcleo Celular/ultraestrutura , Centrômero/ultraestrutura , Cromossomos/química , Cromossomos Humanos/química , Cromossomos Humanos/ultraestrutura , Proteínas de Ligação a DNA/química , Genoma Humano , Genômica , Heterocromatina/ultraestrutura , Humanos , Interfase , Mitose , Modelos Biológicos , Complexos Multiproteicos/química , Telômero/ultraestrutura
3.
Mol Reprod Dev ; 88(5): 362-370, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33783068

RESUMO

We aimed to use next generation sequencing (NGS) to investigate chromosomal abnormalities in blastocyst trophectoderm (TE) samples, and reproductive outcomes with the different types of chromosomal rearrangements (CR) and for each sex of CR carrier. A total of 1189 blastocyst TE samples were evaluated using NGS to detect chromosomal unbalanced translocations as well as aneuploidy, including blastocytes from 637 blastocysts from carriers of balanced CR and 552 blastocysts from carriers of normal chromosomes. The optimal embryos had lower chromosomal abnormality rates compared to the poor-quality embryos. The experimental group had significantly reduced rates of normal embryos and euploidy, and higher rates of total abnormalities, aneuploidy and unbalanced chromosomal aberrations. Carriers of reciprocal translocations had a reduced rate of normal embryos and an increased percentage of embryos with total abnormalities and unbalanced chromosomal aberrations compared with carriers of Robertsonian translocations. Couples with female carriers of chromosomal abnormalities had significantly reduced rates of normal embryos and euploidy, and a higher percentage of embryos with total abnormalities, aneuploidy, and unbalanced chromosomal aberrations compared with couples of male carriers. Our preimplantation genetic testing (PGT) study identified higher rates of chromosomal abnormalities, including chromosomal unbalanced translocations and aneuploidy, in blastocysts from CR carriers, especially from the female carriers, in a Chinese population. The PGT cycles successfully improved clinical outcomes by increasing the fertilization rate and reducing the early spontaneous abortion rate compared with the in vitro fertilization and intracytoplasmic sperm injection cycles, especially for CR carriers.


Assuntos
Blastocisto/citologia , Blastômeros/ultraestrutura , Transtornos Cromossômicos/diagnóstico , Inversão Cromossômica , Cromossomos Humanos/ultraestrutura , Sequenciamento de Nucleotídeos em Larga Escala , Diagnóstico Pré-Implantação , Translocação Genética , Aneuploidia , Aberrações Cromossômicas , Transtornos Cromossômicos/embriologia , Transtornos Cromossômicos/genética , Inversão Cromossômica/genética , Cromossomos Humanos/genética , Transferência Embrionária , Desenvolvimento Embrionário , Feminino , Fertilização In Vitro , Heterozigoto , Humanos , Masculino , Mosaicismo , Gravidez , Resultado da Gravidez
4.
Science ; 371(6532)2021 02 26.
Artigo em Inglês | MEDLINE | ID: mdl-33384301

RESUMO

Understanding genome organization requires integration of DNA sequence and three-dimensional spatial context; however, existing genome-wide methods lack either base pair sequence resolution or direct spatial localization. Here, we describe in situ genome sequencing (IGS), a method for simultaneously sequencing and imaging genomes within intact biological samples. We applied IGS to human fibroblasts and early mouse embryos, spatially localizing thousands of genomic loci in individual nuclei. Using these data, we characterized parent-specific changes in genome structure across embryonic stages, revealed single-cell chromatin domains in zygotes, and uncovered epigenetic memory of global chromosome positioning within individual embryos. These results demonstrate how IGS can directly connect sequence and structure across length scales from single base pairs to whole organisms.


Assuntos
Genoma Humano , Genoma , Análise de Sequência de DNA , Animais , Sequência de Bases , Núcleo Celular/genética , Núcleo Celular/ultraestrutura , Cromatina/química , Cromatina/ultraestrutura , Posicionamento Cromossômico , Cromossomos Humanos/ultraestrutura , Cromossomos de Mamíferos/ultraestrutura , Embrião de Mamíferos , Desenvolvimento Embrionário , Epigênese Genética , Fibroblastos , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Camundongos , Análise de Célula Única , Análise Espacial
5.
Methods Mol Biol ; 2153: 187-192, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-32840780

RESUMO

Ultrafine anaphase bridges (UFBs) result from a defect in sister chromatid segregation during anaphase. They arise from particular DNA structures, mostly generated at specific loci in the human genome, such as centromeres, common fragile sites, telomeres, or ribosomal DNA. Increases in UFB frequency are a marker of genetic instability, and their detection has become a classic way of detecting such genetic instability over the last decade. Here we describe a protocol to stain different types of UFBs in adherent human cells.


Assuntos
Cromossomos Humanos/genética , Cromossomos Humanos/ultraestrutura , Instabilidade Genômica , Anáfase , Adesão Celular , Segregação de Cromossomos , Cromossomos Humanos/química , Células HeLa , Humanos , Microscopia de Fluorescência
6.
Microsc Microanal ; 27(1): 149-155, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33213601

RESUMO

It is well known that two DNA molecules are wrapped around histone octamers and folded together to form a single chromosome. However, the nucleosome fiber folding within a chromosome remains an enigma, and the higher-order structure of chromosomes also is not understood. In this study, we employed electron diffraction which provides a noninvasive analysis to characterize the internal structure of chromosomes. The results revealed the presence of structures with 100­200 nm periodic features directionally perpendicular to the chromosome axis in unlabeled isolated human chromosomes. We also visualized the 100­200 nm periodic features perpendicular to the chromosome axis in an isolated chromosome whose DNA molecules were specifically labeled with OsO4 using electron tomography in 300 keV and 1 MeV transmission electron microscopes.


Assuntos
Cromossomos Humanos/ultraestrutura , Tomografia com Microscopia Eletrônica , Cromatina , DNA , Elétrons , Humanos , Nucleossomos
7.
Genes (Basel) ; 11(12)2020 12 21.
Artigo em Inglês | MEDLINE | ID: mdl-33371494

RESUMO

Fanconi anemia (FA), a chromosomal instability syndrome, is caused by inherited pathogenic variants in any of 22 FANC genes, which cooperate in the FA/BRCA pathway. This pathway regulates the repair of DNA interstrand crosslinks (ICLs) through homologous recombination. In FA proper repair of ICLs is impaired and accumulation of toxic DNA double strand breaks occurs. To repair this type of DNA damage, FA cells activate alternative error-prone DNA repair pathways, which may lead to the formation of gross structural chromosome aberrations of which radial figures are the hallmark of FA, and their segregation during cell division are the origin of subsequent aberrations such as translocations, dicentrics and acentric fragments. The deficiency in DNA repair has pleiotropic consequences in the phenotype of patients with FA, including developmental alterations, bone marrow failure and an extreme risk to develop cancer. The mechanisms leading to the physical abnormalities during embryonic development have not been clearly elucidated, however FA has features of premature aging with chronic inflammation mediated by pro-inflammatory cytokines, which results in tissue attrition, selection of malignant clones and cancer onset. Moreover, chromosomal instability and cell death are not exclusive of the somatic compartment, they also affect germinal cells, as evidenced by the infertility observed in patients with FA.


Assuntos
Instabilidade Cromossômica , Reparo do DNA , Anemia de Fanconi/genética , Envelhecimento/genética , Proteína BRCA1/fisiologia , Proteína BRCA2/fisiologia , Transtornos da Insuficiência da Medula Óssea/etiologia , Ciclo Celular , Cromátides/ultraestrutura , Aberrações Cromossômicas , Cromossomos Humanos/ultraestrutura , Quebras de DNA de Cadeia Dupla , Reparo do DNA por Junção de Extremidades , Anemia de Fanconi/complicações , Anemia de Fanconi/diagnóstico , Proteína do Grupo de Complementação C da Anemia de Fanconi/deficiência , Proteína do Grupo de Complementação C da Anemia de Fanconi/genética , Proteína do Grupo de Complementação C da Anemia de Fanconi/fisiologia , Humanos , Infertilidade/genética , Síndromes Neoplásicas Hereditárias/genética , Fenótipo , Processamento de Proteína Pós-Traducional , Ubiquitinação
8.
Elife ; 92020 10 13.
Artigo em Inglês | MEDLINE | ID: mdl-33047670

RESUMO

Using computer simulations, we generate cell-specific 3D chromosomal structures and compare them to recently published chromatin structures obtained through microscopy. We demonstrate using machine learning and polymer physics simulations that epigenetic information can be used to predict the structural ensembles of multiple human cell lines. Theory predicts that chromosome structures are fluid and can only be described by an ensemble, which is consistent with the observation that chromosomes exhibit no unique fold. Nevertheless, our analysis of both structures from simulation and microscopy reveals that short segments of chromatin make two-state transitions between closed conformations and open dumbbell conformations. Finally, we study the conformational changes associated with the switching of genomic compartments observed in human cell lines. The formation of genomic compartments resembles hydrophobic collapse in protein folding, with the aggregation of denser and predominantly inactive chromatin driving the positioning of active chromatin toward the surface of individual chromosomal territories.


Assuntos
Cromossomos Humanos/ultraestrutura , Linhagem Celular , Linhagem Celular Tumoral , Cromatina/metabolismo , Cromatina/ultraestrutura , Simulação por Computador , Epigênese Genética , Loci Gênicos , Humanos , Imageamento Tridimensional
9.
Nat Struct Mol Biol ; 27(12): 1105-1114, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32929283

RESUMO

During interphase, the eukaryotic genome is organized into chromosome territories that are spatially segregated into compartment domains. The extent to which interacting domains or chromosomes are entangled is not known. We analyze series of co-occurring chromatin interactions using multi-contact 3C (MC-3C) in human cells to provide insights into the topological entanglement of chromatin. Multi-contact interactions represent percolation paths (C-walks) through three-dimensional (3D) chromatin space. We find that the order of interactions within C-walks that occur across interfaces where chromosomes or compartment domains interact is not random. Polymer simulations show that such C-walks are consistent with distal domains being topologically insulated, that is, not catenated. Simulations show that even low levels of random strand passage, for example by topoisomerase II, would result in entanglements, increased mixing at domain interfaces and an order of interactions within C-walks not consistent with experimental MC-3C data. Our results indicate that, during interphase, entanglements between chromosomes and chromosomal domains are rare.


Assuntos
Cromatina/ultraestrutura , Cromossomos Humanos/ultraestrutura , Genoma Humano , Interfase , Comunicação Celular , Cromatina/química , Cromossomos Humanos/química , DNA Topoisomerases Tipo II/genética , DNA Topoisomerases Tipo II/metabolismo , Células HeLa , Humanos , Imageamento Tridimensional , Simulação de Dinâmica Molecular
10.
Sci Rep ; 10(1): 14169, 2020 08 25.
Artigo em Inglês | MEDLINE | ID: mdl-32843691

RESUMO

Oncogenic gene fusions are estimated to account for up-to 20% of cancer morbidity. Recently sequence-level studies have established oncofusions throughout all tissue types. However, the functional implications of the identified oncofusions have often not been investigated. In this study, identified oncofusions from a fusion detection approach (DEEPEST) were analyzed in detail. Of the 28,863 oncofusions, we found almost 30% are expected to produce functional proteins with features from both parent genes. Kinases and transcription factors were the main gene families of the protein producing fusions. Considering their role as initiators, actors, and termination points of cellular signaling pathways, we focused our in-depth analyses on them. Domain architecture of the fusions and their wild-type interactors suggests that abnormal molecular context of protein domains caused by fusion events may unlock the oncogenic potential of the wild type counterparts of the fusion proteins. To understand overall oncofusion effects, we performed differential expression analysis using TCGA cancer project samples. Results indicated oncofusion-specific alterations in gene expression levels, and lower expression levels of components of key cellular pathways, in particular signal transduction and transcription regulation. The sum of results suggests that kinase and transcription factor oncofusions deregulate cellular signaling, possibly via acquiring novel functions.


Assuntos
Neoplasias/genética , Fusão Oncogênica , Proteínas de Fusão Oncogênica/genética , Proteínas Quinases/genética , Fatores de Transcrição/genética , Carcinogênese/genética , Cromossomos Humanos/genética , Cromossomos Humanos/ultraestrutura , Conjuntos de Dados como Assunto , Regulação Neoplásica da Expressão Gênica/genética , Genes Neoplásicos , Humanos , Redes e Vias Metabólicas/genética , Fusão Oncogênica/genética , Proteínas de Fusão Oncogênica/metabolismo , Fases de Leitura Aberta/genética , Domínios Proteicos/genética , Proteínas Quinases/metabolismo , Transdução de Sinais/genética , Relação Estrutura-Atividade , Fatores de Transcrição/metabolismo , Translocação Genética
11.
Mol Cell ; 78(3): 554-565.e7, 2020 05 07.
Artigo em Inglês | MEDLINE | ID: mdl-32213324

RESUMO

Over the past decade, 3C-related methods have provided remarkable insights into chromosome folding in vivo. To overcome the limited resolution of prior studies, we extend a recently developed Hi-C variant, Micro-C, to map chromosome architecture at nucleosome resolution in human ESCs and fibroblasts. Micro-C robustly captures known features of chromosome folding including compartment organization, topologically associating domains, and interactions between CTCF binding sites. In addition, Micro-C provides a detailed map of nucleosome positions and localizes contact domain boundaries with nucleosomal precision. Compared to Hi-C, Micro-C exhibits an order of magnitude greater dynamic range, allowing the identification of ∼20,000 additional loops in each cell type. Many newly identified peaks are localized along extrusion stripes and form transitive grids, consistent with their anchors being pause sites impeding cohesin-dependent loop extrusion. Our analyses comprise the highest-resolution maps of chromosome folding in human cells to date, providing a valuable resource for studies of chromosome organization.


Assuntos
Cromossomos Humanos/ultraestrutura , Animais , Fator de Ligação a CCCTC/metabolismo , Células Cultivadas , Cromatina/química , Cromossomos de Mamíferos/ultraestrutura , Células-Tronco Embrionárias/citologia , Fibroblastos/citologia , Humanos , Masculino , Mamíferos/genética , Nucleossomos/metabolismo , Nucleossomos/ultraestrutura , Razão Sinal-Ruído
13.
Nucleic Acids Res ; 48(5): e26, 2020 03 18.
Artigo em Inglês | MEDLINE | ID: mdl-32009153

RESUMO

High-throughput chromosome conformation capture (Hi-C) technology enables the investigation of genome-wide interactions among chromosome loci. Current algorithms focus on topologically associating domains (TADs), that are contiguous clusters along the genome coordinate, to describe the hierarchical structure of chromosomes. However, high resolution Hi-C displays a variety of interaction patterns beyond what current TAD detection methods can capture. Here, we present BHi-Cect, a novel top-down algorithm that finds clusters by considering every locus with no assumption of genomic contiguity using spectral clustering. Our results reveal that the hierarchical structure of chromosome is organized as 'enclaves', which are complex interwoven clusters at both local and global scales. We show that the nesting of local clusters within global clusters characterizing enclaves, is associated with the epigenomic activity found on the underlying DNA. Furthermore, we show that the hierarchical nesting that links different enclaves integrates their respective function. BHi-Cect provides means to uncover the general principles guiding chromatin architecture.


Assuntos
Algoritmos , Cromossomos Humanos/química , DNA/genética , Linhagem Celular , Montagem e Desmontagem da Cromatina , Mapeamento Cromossômico , Cromossomos Humanos/ultraestrutura , DNA/metabolismo , Fibroblastos/citologia , Fibroblastos/metabolismo , Loci Gênicos , Humanos , Família Multigênica
14.
Artigo em Inglês | MEDLINE | ID: mdl-31699339

RESUMO

Dicentric Chromosome Assay (DCA) is the most preferred cytogenetic technique for absorbed radiation dose assessment in exposed humans. However, DCA is somewhat impractical for triage application owing to its labor intensive and time consuming nature. Although lymphocyte culture for 48 h in vitro is inevitable for DCA, manual scoring of dicentric chromosomes (DCs) requires an additional time of 24-48 h, making the overall turnaround time of 72-96 h for dose estimation. To accelerate the speed of DC analysis for dose estimation, an automated tool was optimized and validated for triage mode of scoring. Several image training files were created to improve the specificity of automated DC analysis algorithm. Accuracy and efficiency of the automated (unsupervised) DC scoring was compared with the semi-automated scoring that involved human verification and correction of DCs (elimination of false positives and inclusion of true positives). DC scoring was performed by both automated and semi-automated modes for different doses of X-rays and γ-rays (0 Gy-5 Gy). Biodoses estimated from the frequencies of DCs detected by both automated (unsupervised) and semi-automated (supervised) scoring modes were grossly similar to the actual delivered doses in the range of 0.5 to 3 Gy of low LET radiation. We suggest that the automated DC tool can be effectively used for large scale radiological/nuclear incidents where a rapid segregation is essential for prioritizing moderately or severely exposed humans to receive appropriate medical countermeasures.


Assuntos
Cromossomos Humanos/efeitos da radiação , Linfócitos/efeitos da radiação , Incidentes com Feridos em Massa , Lesões por Radiação/diagnóstico , Liberação Nociva de Radioativos , Radiometria/métodos , Triagem/normas , Automação , Células Cultivadas , Cromossomos Humanos/genética , Cromossomos Humanos/ultraestrutura , Quebras de DNA de Cadeia Dupla , Relação Dose-Resposta à Radiação , Raios gama , Humanos , Linfócitos/ultraestrutura , Metáfase , Doses de Radiação , Lesões por Radiação/genética , Fatores de Tempo , Triagem/métodos , Raios X
16.
Artigo em Inglês | MEDLINE | ID: mdl-31421738

RESUMO

Interventional radiology unit workers represent one of the occupationally most exposed populations to low-dose ionizing radiation. Since there are many uncertainties in research of doses below 100 mSv, this study attempted to evaluate DNA damage levels in chronically exposed personnel. The study group consisted of 24 subjects matched with a control population by the number of participants, age, gender ratio, active smoking status, the period of blood sampling, and residence. Based on regular dosimetry using thermoluminiscent dosimeters, our study group occupationally received a dose of 1.82 ± 3.60 mSv over the last year. The results of the cytokinesis-block micronucleus assay and the comet assay showed a higher nuclear buds frequency (4.09 ± 1.88) and tail length (15.46 ± 1.47 µm) than in the control group (2.96 ± 1.67, 14.05 ± 1.36 µm, respectively). Differences in other descriptors from both tests did not reach statistical significance. Further investigations are needed to develop algorithms for improving personal dosimetry and those that would engage larger biomonitoring study groups.


Assuntos
Ensaio Cometa , Dano ao DNA , Testes para Micronúcleos , Exposição Ocupacional , Recursos Humanos em Hospital , Radiologia Intervencionista , Adulto , Monitoramento Biológico/métodos , Aberrações Cromossômicas , Cromossomos Humanos/efeitos da radiação , Cromossomos Humanos/ultraestrutura , DNA/sangue , DNA/efeitos da radiação , Quebras de DNA , Relação Dose-Resposta à Radiação , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Radiação Ionizante , Dosimetria Termoluminescente
17.
EMBO J ; 38(7)2019 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-30609992

RESUMO

Cryo-electron tomography and small-angle X-ray scattering were used to investigate the chromatin folding in metaphase chromosomes. The tomographic 3D reconstructions show that frozen-hydrated chromatin emanated from chromosomes is planar and forms multilayered plates. The layer thickness was measured accounting for the contrast transfer function fringes at the plate edges, yielding a width of ~ 7.5 nm, which is compatible with the dimensions of a monolayer of nucleosomes slightly tilted with respect to the layer surface. Individual nucleosomes are visible decorating distorted plates, but typical plates are very dense and nucleosomes are not identifiable as individual units, indicating that they are tightly packed. Two layers in contact are ~ 13 nm thick, which is thinner than the sum of two independent layers, suggesting that nucleosomes in the layers interdigitate. X-ray scattering of whole chromosomes shows a main scattering peak at ~ 6 nm, which can be correlated with the distance between layers and between interdigitating nucleosomes interacting through their faces. These observations support a model where compact chromosomes are composed of many chromatin layers stacked along the chromosome axis.


Assuntos
Cromatina/ultraestrutura , Estruturas Cromossômicas/ultraestrutura , Cromossomos Humanos/ultraestrutura , Metáfase , Nucleossomos/ultraestrutura , Tomografia com Microscopia Eletrônica , Secções Congeladas , Células HeLa , Humanos
18.
Brief Bioinform ; 20(4): 1205-1214, 2019 07 19.
Artigo em Inglês | MEDLINE | ID: mdl-29091999

RESUMO

How chromosomes fold and how distal genomic elements interact with one another at a genomic scale have been actively pursued in the past decade following the seminal work describing the Chromosome Conformation Capture (3C) assay. Essentially, 3C-based technologies produce two-dimensional (2D) contact maps that capture interactions between genomic fragments. Accordingly, a plethora of analytical methods have been proposed to take a 2D contact map as input to recapitulate the underlying whole genome three-dimensional (3D) structure of the chromatin. However, their performance in terms of several factors, including data resolution and ability to handle contact map features, have not been sufficiently evaluated. This task is taken up in this article, in which we consider several recent and/or well-regarded methods, both optimization-based and model-based, for their aptness of producing 3D structures using contact maps generated based on a population of cells. These methods are evaluated and compared using both simulated and real data. Several criteria have been used. For simulated data sets, the focus is on accurate recapitulation of the entire structure given the existence of the gold standard. For real data sets, comparison with distances measured by Florescence in situ Hybridization and consistency with several genomic features of known biological functions are examined.


Assuntos
Cromatina/química , Cromatina/genética , Animais , Cromatina/ultraestrutura , Cromossomos Humanos/química , Cromossomos Humanos/genética , Cromossomos Humanos/ultraestrutura , Biologia Computacional/métodos , Simulação por Computador , Bases de Dados Genéticas , Genoma Humano , Humanos , Imageamento Tridimensional/métodos , Hibridização in Situ Fluorescente , Camundongos , Modelos Genéticos , Conformação Molecular
19.
Bioinformatics ; 34(13): i475-i483, 2018 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-29949963

RESUMO

Motivation: Three-dimensional chromosome structure has been increasingly shown to influence various levels of cellular and genomic functions. Through Hi-C data, which maps contact frequency on chromosomes, it has been found that structural elements termed topologically associating domains (TADs) are involved in many regulatory mechanisms. However, we have little understanding of the level of similarity or variability of chromosome structure across cell types and disease states. In this study, we present a method to quantify resemblance and identify structurally similar regions between any two sets of TADs. Results: We present an analysis of 23 human Hi-C samples representing various tissue types in normal and cancer cell lines. We quantify global and chromosome-level structural similarity, and compare the relative similarity between cancer and non-cancer cells. We find that cancer cells show higher structural variability around commonly mutated pan-cancer genes than normal cells at these same locations. Availability and implementation: Software for the methods and analysis can be found at https://github.com/Kingsford-Group/localtadsim.


Assuntos
Cromatina/ultraestrutura , Genômica/métodos , Software , Linhagem Celular , Linhagem Celular Tumoral , Cromatina/metabolismo , Cromossomos Humanos/metabolismo , Cromossomos Humanos/ultraestrutura , Humanos , Neoplasias/metabolismo , Neoplasias/ultraestrutura , Análise de Sequência de DNA/métodos
20.
Bioinformatics ; 34(13): i133-i141, 2018 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-29949986

RESUMO

Motivation: The three dimensional organization of chromosomes within the cell nucleus is highly regulated. It is known that CCCTC-binding factor (CTCF) is an important architectural protein to mediate long-range chromatin loops. Recent studies have shown that the majority of CTCF binding motif pairs at chromatin loop anchor regions are in convergent orientation. However, it remains unknown whether the genomic context at the sequence level can determine if a convergent CTCF motif pair is able to form a chromatin loop. Results: In this article, we directly ask whether and what sequence-based features (other than the motif itself) may be important to establish CTCF-mediated chromatin loops. We found that motif conservation measured by 'branch-of-origin' that accounts for motif turn-over in evolution is an important feature. We developed a new machine learning algorithm called CTCF-MP based on word2vec to demonstrate that sequence-based features alone have the capability to predict if a pair of convergent CTCF motifs would form a loop. Together with functional genomic signals from CTCF ChIP-seq and DNase-seq, CTCF-MP is able to make highly accurate predictions on whether a convergent CTCF motif pair would form a loop in a single cell type and also across different cell types. Our work represents an important step further to understand the sequence determinants that may guide the formation of complex chromatin architectures. Availability and implementation: The source code of CTCF-MP can be accessed at: https://github.com/ma-compbio/CTCF-MP. Supplementary information: Supplementary data are available at Bioinformatics online.


Assuntos
Fator de Ligação a CCCTC/metabolismo , Cromatina/ultraestrutura , Genômica/métodos , Análise de Sequência de DNA/métodos , Software , Cromatina/metabolismo , Imunoprecipitação da Cromatina/métodos , Cromossomos Humanos/metabolismo , Cromossomos Humanos/ultraestrutura , Células HeLa , Humanos
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