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1.
Cell ; 151(1): 153-66, 2012 Sep 28.
Artículo en Inglés | MEDLINE | ID: mdl-23021222

RESUMEN

Regulatory T (Treg) cells, whose identity and function are defined by the transcription factor Foxp3, are indispensable for immune homeostasis. It is unclear whether Foxp3 exerts its Treg lineage specification function through active modification of the chromatin landscape and establishment of new enhancers or by exploiting a pre-existing enhancer landscape. Analysis of the chromatin accessibility of Foxp3-bound enhancers in Treg and Foxp3-negative T cells showed that Foxp3 was bound overwhelmingly to preaccessible enhancers occupied by its cofactors in precursor cells or a structurally related predecessor. Furthermore, the bulk of Foxp3-bound Treg cell enhancers lacking in Foxp3(-) CD4(+) cells became accessible upon T cell receptor activation prior to Foxp3 expression, and only a small subset associated with several functionally important genes were exclusively Treg cell specific. Thus, in a late cellular differentiation process, Foxp3 defines Treg cell functionality in an "opportunistic" manner by largely exploiting the preformed enhancer network instead of establishing a new enhancer landscape.


Asunto(s)
Factores de Transcripción Forkhead/metabolismo , Linfocitos T Reguladores/citología , Animales , Linfocitos T CD4-Positivos/metabolismo , Diferenciación Celular , Cromatina/metabolismo , Elementos de Facilitación Genéticos , Femenino , Proteína Forkhead Box O1 , Activación de Linfocitos , Ratones , Organismos Libres de Patógenos Específicos , Linfocitos T Reguladores/metabolismo
2.
Genes Dev ; 33(11-12): 669-683, 2019 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-30975723

RESUMEN

The transcriptional repression of alternative lineage genes is critical for cell fate commitment. Mechanisms by which locus-specific gene silencing is initiated and heritably maintained during cell division are not clearly understood. To study the maintenance of silent gene states, we investigated how the Cd4 gene is stably repressed in CD8+ T cells. Through CRISPR and shRNA screening, we identified the histone chaperone CAF-1 as a critical component for Cd4 repression. We found that the large subunit of CAF-1, Chaf1a, requires the N-terminal KER domain to associate with the histone deacetylases HDAC1/2 and the histone demethylase LSD1, enzymes that also participate in Cd4 silencing. When CAF-1 was lacking, Cd4 derepression was markedly enhanced in the absence of the de novo DNA methyltransferase Dnmt3a but not the maintenance DNA methyltransferase Dnmt1. In contrast to Dnmt1, Dnmt3a deficiency did not significantly alter levels of DNA methylation at the Cd4 locus. Instead, Dnmt3a deficiency sensitized CD8+ T cells to Cd4 derepression mediated by compromised functions of histone-modifying factors, including the enzymes associated with CAF-1. Thus, we propose that the heritable silencing of the Cd4 gene in CD8+ T cells exploits cooperative functions among the DNA methyltransferases, CAF-1, and histone-modifying enzymes.


Asunto(s)
Antígenos CD4/genética , Factor 1 de Ensamblaje de la Cromatina/metabolismo , ADN (Citosina-5-)-Metiltransferasas/metabolismo , Proteína 4 de Unión a Retinoblastoma/metabolismo , Linfocitos T Citotóxicos/inmunología , Linfocitos T Citotóxicos/metabolismo , Animales , Antígenos CD4/metabolismo , ADN (Citosina-5-)-Metiltransferasa 1/genética , ADN (Citosina-5-)-Metiltransferasa 1/metabolismo , ADN (Citosina-5-)-Metiltransferasas/genética , ADN Metiltransferasa 3A , Femenino , Regulación de la Expresión Génica , Silenciador del Gen , Chaperonas de Histonas/metabolismo , Histona Desacetilasas/metabolismo , Histonas/metabolismo , Masculino , Ratones , Dominios Proteicos
3.
Immunity ; 47(3): 450-465.e5, 2017 09 19.
Artículo en Inglés | MEDLINE | ID: mdl-28889947

RESUMEN

Both conventional T (Tconv) cells and regulatory T (Treg) cells are activated through ligation of the T cell receptor (TCR) complex, leading to the induction of the transcription factor NF-κB. In Tconv cells, NF-κB regulates expression of genes essential for T cell activation, proliferation, and function. However the role of NF-κB in Treg function remains unclear. We conditionally deleted canonical NF-κB members p65 and c-Rel in developing and mature Treg cells and found they have unique but partially redundant roles. c-Rel was critical for thymic Treg development while p65 was essential for mature Treg identity and maintenance of immune tolerance. Transcriptome and NF-κB p65 binding analyses demonstrated a lineage specific, NF-κB-dependent transcriptional program, enabled by enhanced chromatin accessibility. These dual roles of canonical NF-κB in Tconv and Treg cells highlight the functional plasticity of the NF-κB signaling pathway and underscores the need for more selective strategies to therapeutically target NF-κB.


Asunto(s)
Linaje de la Célula/genética , FN-kappa B/metabolismo , Linfocitos T Reguladores/inmunología , Linfocitos T Reguladores/metabolismo , Transcripción Genética , Animales , Autoinmunidad/genética , Autoinmunidad/inmunología , Sitios de Unión , Biomarcadores , Diferenciación Celular , Supervivencia Celular/genética , Supervivencia Celular/inmunología , Análisis por Conglomerados , Citocinas/metabolismo , Eliminación de Gen , Perfilación de la Expresión Génica , Regulación de la Expresión Génica , Homeostasis/genética , Homeostasis/inmunología , Tolerancia Inmunológica , Inmunofenotipificación , Inflamación/genética , Inflamación/inmunología , Inflamación/metabolismo , Activación de Linfocitos , Ratones , Ratones Transgénicos , FN-kappa B/genética , Motivos de Nucleótidos , Fenotipo , Unión Proteica , Transducción de Señal , Linfocitos T Reguladores/citología , Factor de Transcripción ReIA/genética , Factor de Transcripción ReIA/metabolismo , Transcriptoma
4.
Mol Psychiatry ; 28(5): 1970-1982, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-34493831

RESUMEN

Dopaminergic neurons are critical to movement, mood, addiction, and stress. Current techniques for generating dopaminergic neurons from human induced pluripotent stem cells (hiPSCs) yield heterogenous cell populations with variable purity and inconsistent reproducibility between donors, hiPSC clones, and experiments. Here, we report the rapid (5 weeks) and efficient (~90%) induction of induced dopaminergic neurons (iDANs) through transient overexpression of lineage-promoting transcription factors combined with stringent selection across five donors. We observe maturation-dependent increase in dopamine synthesis and electrophysiological properties consistent with midbrain dopaminergic neuron identity, such as slow-rising after- hyperpolarization potentials, an action potential duration of ~3 ms, tonic sub-threshold oscillatory activity, and spontaneous burst firing at a frequency of ~1.0-1.75 Hz. Transcriptome analysis reveals robust expression of genes involved in fetal midbrain dopaminergic neuron identity. Specifically expressed genes in iDANs, as well as those from isogenic induced GABAergic and glutamatergic neurons, were enriched in loci conferring heritability for cannabis use disorder, schizophrenia, and bipolar disorder; however, each neuronal subtype demonstrated subtype-specific heritability enrichments in biologically relevant pathways, and iDANs alone were uniquely enriched in autism spectrum disorder risk loci. Therefore, iDANs provide a critical tool for modeling midbrain dopaminergic neuron development and dysfunction in psychiatric disease.


Asunto(s)
Trastorno del Espectro Autista , Células Madre Pluripotentes Inducidas , Humanos , Neuronas Dopaminérgicas/metabolismo , Trastorno del Espectro Autista/metabolismo , Reproducibilidad de los Resultados , Células Madre Pluripotentes Inducidas/metabolismo , Mesencéfalo/metabolismo
5.
Immunity ; 39(2): 286-97, 2013 Aug 22.
Artículo en Inglés | MEDLINE | ID: mdl-23932570

RESUMEN

Memory T cells protect hosts from pathogen reinfection, but how these cells emerge from a pool of antigen-experienced T cells is unclear. Here, we show that mice lacking the transcription factor Foxo1 in activated CD8+ T cells have defective secondary, but not primary, responses to Listeria monocytogenes infection. Compared to short-lived effector T cells, memory-precursor T cells expressed higher amounts of Foxo1, which promoted their generation and maintenance. Chromatin immunoprecipitation sequencing revealed the transcription factor Tcf7 and the chemokine receptor Ccr7 as Foxo1-bound target genes, which have critical functions in central-memory T cell differentiation and trafficking. These findings demonstrate that Foxo1 is selectively incorporated into the genetic program that regulates memory CD8+ T cell responses to infection.


Asunto(s)
Linfocitos T CD8-positivos/inmunología , Factores de Transcripción Forkhead/metabolismo , Memoria Inmunológica/inmunología , Receptores CCR7/metabolismo , Factor 1 de Transcripción de Linfocitos T/metabolismo , Traslado Adoptivo , Animales , Células de la Médula Ósea , Linfocitos T CD8-positivos/metabolismo , Diferenciación Celular , Proteína Forkhead Box O1 , Factores de Transcripción Forkhead/deficiencia , Factores de Transcripción Forkhead/genética , Proteínas Fluorescentes Verdes/genética , Factor Nuclear 1-alfa del Hepatocito , Listeria monocytogenes/inmunología , Listeriosis/inmunología , Activación de Linfocitos/inmunología , Ratones , Ratones Endogámicos C57BL , Ratones Transgénicos
6.
Nature ; 529(7587): 532-6, 2016 Jan 28.
Artículo en Inglés | MEDLINE | ID: mdl-26789248

RESUMEN

Regulatory T (Treg) cells expressing the transcription factor Foxp3 have a pivotal role in maintaining immunological self-tolerance; yet, excessive Treg cell activities suppress anti-tumour immune responses. Compared to the resting Treg (rTreg) cell phenotype in secondary lymphoid organs, Treg cells in non-lymphoid tissues exhibit an activated Treg (aTreg) cell phenotype. However, the function of aTreg cells and whether their generation can be manipulated are largely unexplored. Here we show that the transcription factor Foxo1, previously demonstrated to promote Treg cell suppression of lymphoproliferative diseases, has an unexpected function in inhibiting aTreg-cell-mediated immune tolerance in mice. We find that aTreg cells turned over at a slower rate than rTreg cells, but were not locally maintained in tissues. aTreg cell differentiation was associated with repression of Foxo1-dependent gene transcription, concomitant with reduced Foxo1 expression, cytoplasmic localization and enhanced phosphorylation at the Akt sites. Treg-cell-specific expression of an Akt-insensitive Foxo1 mutant prevented downregulation of lymphoid organ homing molecules, and impeded Treg cell homing to non-lymphoid organs, causing CD8(+) T-cell-mediated autoimmune diseases. Compared to Treg cells from healthy tissues, tumour-infiltrating Treg cells downregulated Foxo1 target genes more substantially. Expression of the Foxo1 mutant at a lower dose was sufficient to deplete tumour-associated Treg cells, activate effector CD8(+) T cells, and inhibit tumour growth without inflicting autoimmunity. Thus, Foxo1 inactivation is essential for the migration of aTreg cells that have a crucial function in suppressing CD8(+) T-cell responses; and the Foxo signalling pathway in Treg cells can be titrated to break tumour immune tolerance preferentially.


Asunto(s)
Autoinmunidad/inmunología , Linfocitos T CD8-positivos/inmunología , Factores de Transcripción Forkhead/metabolismo , Tolerancia Inmunológica/inmunología , Neoplasias/inmunología , Linfocitos T Reguladores/inmunología , Linfocitos T Reguladores/metabolismo , Animales , Diferenciación Celular , Movimiento Celular/inmunología , Regulación hacia Abajo , Femenino , Proteína Forkhead Box O1 , Factores de Transcripción Forkhead/biosíntesis , Factores de Transcripción Forkhead/genética , Activación de Linfocitos , Linfocitos Infiltrantes de Tumor/citología , Linfocitos Infiltrantes de Tumor/inmunología , Linfocitos Infiltrantes de Tumor/metabolismo , Masculino , Ratones , Mutación , Fosforilación , Transducción de Señal/inmunología , Linfocitos T Reguladores/citología , Transcripción Genética
7.
Genome Res ; 28(9): 1364-1371, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-30093547

RESUMEN

DNA methylation patterns in the genome both reflect and help to mediate transcriptional regulatory processes. The digital nature of DNA methylation, present or absent on each allele, makes this assay capable of quantifying events in subpopulations of cells, whereas genome-wide chromatin studies lack the same quantitative capacity. Testing DNA methylation throughout the genome is possible using whole-genome bisulfite sequencing (WGBS), but the high costs associated with the assay have made it impractical for studies involving more than limited numbers of samples. We have optimized a new transposase-based library preparation assay for the Illumina HiSeq X platform suitable for limited amounts of DNA and providing a major cost reduction for WGBS. By incorporating methylated cytosines during fragment end repair, we reveal an end-repair artifact affecting 1%-2% of reads that we can remove analytically. We show that the use of a high (G + C) content spike-in performs better than PhiX in terms of bisulfite sequencing quality. As expected, the loci with transposase-accessible chromatin are DNA hypomethylated and enriched in flanking regions by post-translational modifications of histones usually associated with positive effects on gene expression. Using these transposase-accessible loci to represent the cis-regulatory loci in the genome, we compared the representation of these loci between WGBS and other genome-wide DNA methylation assays, showing WGBS to outperform substantially all of the alternatives. We conclude that it is now technologically and financially feasible to perform WGBS in larger numbers of samples with greater accuracy than previously possible.


Asunto(s)
Secuenciación Completa del Genoma/métodos , Composición de Base , Línea Celular , Costos y Análisis de Costo , Metilación de ADN , Código de Histonas , Humanos , Reproducibilidad de los Resultados , Sulfitos/química , Secuenciación Completa del Genoma/economía , Secuenciación Completa del Genoma/normas
8.
Neurochem Res ; 45(3): 606-619, 2020 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-32020491

RESUMEN

Differentiation of oligodendrocytes (OL) from progenitor cells (OPC) is the result of a unique program of gene expression, which is further regulated by the formation of topological domains of association with the nuclear lamina. In this study, we show that cultured OPC were characterized by progressively declining levels of endogenous Lamin B1 (LMNB1) during differentiation into OL. We then identify the genes dynamically associated to the nuclear lamina component LMNB1 during this transition, using a well established technique called DamID, which is based on the ability of a bacterially-derived deoxyadenosine methylase (Dam), to modify genomic regions in close proximity. We expressed a fusion protein containing Dam and LMNB1 in OPC (OPCLMNB1-Dam) and either kept them proliferating or differentiated them into OL (OLLMNB1-Dam) and identified genes that were dynamically associated to LMNB1 with differentiation. Importantly, we identified Lss, the gene encoding for lanosterol synthase, a key enzyme in cholesterol synthesis, as associated to the nuclear lamina in OLLMNB1-Dam. This finding could at least in part explain the lipid dysregulation previously reported for mouse models of ADLD characterized by persistent LMNB1 expression in oligodendrocytes.


Asunto(s)
Lamina Tipo B/genética , Lamina Tipo B/metabolismo , Células Precursoras de Oligodendrocitos/fisiología , Animales , Diferenciación Celular/fisiología , Núcleo Celular/genética , Núcleo Celular/metabolismo , Perfilación de la Expresión Génica , Ratones , Ratones Endogámicos C57BL , Neurogénesis/fisiología , Lámina Nuclear/genética , Lámina Nuclear/metabolismo , Células Precursoras de Oligodendrocitos/citología , Células Precursoras de Oligodendrocitos/metabolismo
9.
Nature ; 491(7425): 554-9, 2012 Nov 22.
Artículo en Inglés | MEDLINE | ID: mdl-23135404

RESUMEN

Regulatory T (T(reg)) cells, characterized by expression of the transcription factor forkhead box P3 (Foxp3), maintain immune homeostasis by suppressing self-destructive immune responses. Foxp3 operates as a late-acting differentiation factor controlling T(reg) cell homeostasis and function, whereas the early T(reg)-cell-lineage commitment is regulated by the Akt kinase and the forkhead box O (Foxo) family of transcription factors. However, whether Foxo proteins act beyond the T(reg)-cell-commitment stage to control T(reg) cell homeostasis and function remains largely unexplored. Here we show that Foxo1 is a pivotal regulator of T(reg )cell function. T(reg) cells express high amounts of Foxo1 and display reduced T-cell-receptor-induced Akt activation, Foxo1 phosphorylation and Foxo1 nuclear exclusion. Mice with T(reg)-cell-specific deletion of Foxo1 develop a fatal inflammatory disorder similar in severity to that seen in Foxp3-deficient mice, but without the loss of T(reg) cells. Genome-wide analysis of Foxo1 binding sites reveals ~300 Foxo1-bound target genes, including the pro-inflammatory cytokine Ifng, that do not seem to be directly regulated by Foxp3. These findings show that the evolutionarily ancient Akt-Foxo1 signalling module controls a novel genetic program indispensable for T(reg) cell function.


Asunto(s)
Factores de Transcripción Forkhead/metabolismo , Linfocitos T Reguladores/inmunología , Linfocitos T Reguladores/metabolismo , Transcripción Genética , Animales , Sitios de Unión , Núcleo Celular/metabolismo , Núcleo Celular/patología , Femenino , Proteína Forkhead Box O1 , Proteína Forkhead Box O3 , Regulación de la Expresión Génica/genética , Genoma/genética , Tolerancia Inmunológica/genética , Tolerancia Inmunológica/inmunología , Interferón gamma/deficiencia , Interferón gamma/genética , Masculino , Ratones , Ratones Endogámicos C57BL , Proteínas Proto-Oncogénicas c-akt/metabolismo , Receptores de Antígenos de Linfocitos T/inmunología , Receptores de Antígenos de Linfocitos T/metabolismo , Transducción de Señal , Linfocitos T Reguladores/patología
10.
Nat Med ; 30(6): 1655-1666, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38877116

RESUMEN

In solid tumor oncology, circulating tumor DNA (ctDNA) is poised to transform care through accurate assessment of minimal residual disease (MRD) and therapeutic response monitoring. To overcome the sparsity of ctDNA fragments in low tumor fraction (TF) settings and increase MRD sensitivity, we previously leveraged genome-wide mutational integration through plasma whole-genome sequencing (WGS). Here we now introduce MRD-EDGE, a machine-learning-guided WGS ctDNA single-nucleotide variant (SNV) and copy-number variant (CNV) detection platform designed to increase signal enrichment. MRD-EDGESNV uses deep learning and a ctDNA-specific feature space to increase SNV signal-to-noise enrichment in WGS by ~300× compared to previous WGS error suppression. MRD-EDGECNV also reduces the degree of aneuploidy needed for ultrasensitive CNV detection through WGS from 1 Gb to 200 Mb, vastly expanding its applicability within solid tumors. We harness the improved performance to identify MRD following surgery in multiple cancer types, track changes in TF in response to neoadjuvant immunotherapy in lung cancer and demonstrate ctDNA shedding in precancerous colorectal adenomas. Finally, the radical signal-to-noise enrichment in MRD-EDGESNV enables plasma-only (non-tumor-informed) disease monitoring in advanced melanoma and lung cancer, yielding clinically informative TF monitoring for patients on immune-checkpoint inhibition.


Asunto(s)
ADN Tumoral Circulante , Variaciones en el Número de Copia de ADN , Aprendizaje Automático , Neoplasia Residual , Carga Tumoral , Humanos , ADN Tumoral Circulante/genética , ADN Tumoral Circulante/sangre , Neoplasia Residual/genética , Secuenciación Completa del Genoma , Neoplasias/genética , Neoplasias/sangre , Neoplasias/terapia , Neoplasias/patología , Polimorfismo de Nucleótido Simple , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/sangre , Neoplasias Colorrectales/genética , Neoplasias Colorrectales/sangre , Neoplasias Colorrectales/patología , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/sangre , Neoplasias Pulmonares/patología
11.
PLoS Comput Biol ; 8(7): e1002613, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-22844240

RESUMEN

Next-generation sequencing (NGS) technologies have matured considerably since their introduction and a focus has been placed on developing sophisticated analytical tools to deal with the amassing volumes of data. Chromatin immunoprecipitation sequencing (ChIP-seq), a major application of NGS, is a widely adopted technique for examining protein-DNA interactions and is commonly used to investigate epigenetic signatures of diffuse histone marks. These datasets have notoriously high variance and subtle levels of enrichment across large expanses, making them exceedingly difficult to define. Windows-based, heuristic models and finite-state hidden Markov models (HMMs) have been used with some success in analyzing ChIP-seq data but with lingering limitations. To improve the ability to detect broad regions of enrichment, we developed a stochastic Bayesian Change-Point (BCP) method, which addresses some of these unresolved issues. BCP makes use of recent advances in infinite-state HMMs by obtaining explicit formulas for posterior means of read densities. These posterior means can be used to categorize the genome into enriched and unenriched segments, as is customarily done, or examined for more detailed relationships since the underlying subpeaks are preserved rather than simplified into a binary classification. BCP performs a near exhaustive search of all possible change points between different posterior means at high-resolution to minimize the subjectivity of window sizes and is computationally efficient, due to a speed-up algorithm and the explicit formulas it employs. In the absence of a well-established "gold standard" for diffuse histone mark enrichment, we corroborated BCP's island detection accuracy and reproducibility using various forms of empirical evidence. We show that BCP is especially suited for analysis of diffuse histone ChIP-seq data but also effective in analyzing punctate transcription factor ChIP datasets, making it widely applicable for numerous experiment types.


Asunto(s)
Inmunoprecipitación de Cromatina/métodos , ADN/genética , ADN/metabolismo , Genoma Humano , Histonas/genética , Histonas/metabolismo , Análisis de Secuencia de ADN/métodos , Algoritmos , Teorema de Bayes , Sitios de Unión , ADN/química , Epigenómica/métodos , Histonas/química , Humanos , Cadenas de Markov , Reproducibilidad de los Resultados , Factores de Transcripción/química , Factores de Transcripción/genética , Factores de Transcripción/metabolismo
12.
bioRxiv ; 2023 Jul 19.
Artículo en Inglés | MEDLINE | ID: mdl-37502907

RESUMEN

Common variants associated with schizophrenia are concentrated in non-coding regulatory sequences, but their precise target genes are context-dependent and impacted by cell-type-specific three-dimensional spatial chromatin organization. Here, we map long-range chromosomal conformations in isogenic human dopaminergic, GABAergic, and glutamatergic neurons to track developmentally programmed shifts in the regulatory activity of schizophrenia risk loci. Massive repressive compartmentalization, concomitant with the emergence of hundreds of neuron-specific multi-valent chromatin architectural stripes, occurs during neuronal differentiation, with genes interconnected to genetic risk loci through these long-range chromatin structures differing in their biological roles from genes more proximal to sequences conferring heritable risk. Chemically induced CRISPR-guided chromosomal loop-engineering for the proximal risk gene SNAP91 and distal risk gene BHLHE22 profoundly alters synaptic development and functional activity. Our findings highlight the large-scale cell-type-specific reorganization of chromosomal conformations at schizophrenia risk loci during neurodevelopment and establish a causal link between risk-associated gene-regulatory loop structures and neuronal function.

13.
bioRxiv ; 2023 Jul 18.
Artículo en Inglés | MEDLINE | ID: mdl-37503149

RESUMEN

Here, we construct genome-scale maps for R-loops, three-stranded nucleic acid structures comprised of a DNA/RNA hybrid and a displaced single strand of DNA, in the proliferative and differentiated zones of the human prenatal brain. We show that R-loops are abundant in the progenitor-rich germinal matrix, with preferential formation at promoters slated for upregulated expression at later stages of differentiation, including numerous neurodevelopmental risk genes. RNase H1-mediated contraction of the genomic R-loop space in neural progenitors shifted differentiation toward the neuronal lineage and was associated with transcriptomic alterations and defective functional and structural neuronal connectivity in vivo and in vitro. Therefore, R-loops are important for fine-tuning differentiation-sensitive gene expression programs of neural progenitor cells.

14.
Nat Biotechnol ; 40(10): 1488-1499, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-35637420

RESUMEN

High-order three-dimensional (3D) interactions between more than two genomic loci are common in human chromatin, but their role in gene regulation is unclear. Previous high-order 3D chromatin assays either measure distant interactions across the genome or proximal interactions at selected targets. To address this gap, we developed Pore-C, which combines chromatin conformation capture with nanopore sequencing of concatemers to profile proximal high-order chromatin contacts at the genome scale. We also developed the statistical method Chromunity to identify sets of genomic loci with frequencies of high-order contacts significantly higher than background ('synergies'). Applying these methods to human cell lines, we found that synergies were enriched in enhancers and promoters in active chromatin and in highly transcribed and lineage-defining genes. In prostate cancer cells, these included binding sites of androgen-driven transcription factors and the promoters of androgen-regulated genes. Concatemers of high-order contacts in highly expressed genes were demethylated relative to pairwise contacts at the same loci. Synergies in breast cancer cells were associated with tyfonas, a class of complex DNA amplicons. These results rigorously link genome-wide high-order 3D interactions to lineage-defining transcriptional programs and establish Pore-C and Chromunity as scalable approaches to assess high-order genome structure.


Asunto(s)
Secuenciación de Nanoporos , Nanoporos , Andrógenos , Cromatina/genética , Humanos , Factores de Transcripción/genética
15.
Nat Neurosci ; 25(4): 474-483, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-35332326

RESUMEN

Chromosomal organization, scaling from the 147-base pair (bp) nucleosome to megabase-ranging domains encompassing multiple transcriptional units, including heritability loci for psychiatric traits, remains largely unexplored in the human brain. In this study, we constructed promoter- and enhancer-enriched nucleosomal histone modification landscapes for adult prefrontal cortex from H3-lysine 27 acetylation and H3-lysine 4 trimethylation profiles, generated from 388 controls and 351 individuals diagnosed with schizophrenia (SCZ) or bipolar disorder (BD) (n = 739). We mapped thousands of cis-regulatory domains (CRDs), revealing fine-grained, 104-106-bp chromosomal organization, firmly integrated into Hi-C topologically associating domain stratification by open/repressive chromosomal environments and nuclear topography. Large clusters of hyper-acetylated CRDs were enriched for SCZ heritability, with prominent representation of regulatory sequences governing fetal development and glutamatergic neuron signaling. Therefore, SCZ and BD brains show coordinated dysregulation of risk-associated regulatory sequences assembled into kilobase- to megabase-scaling chromosomal domains.


Asunto(s)
Trastorno Bipolar , Esquizofrenia , Adulto , Trastorno Bipolar/genética , Encéfalo , Cromatina , Humanos , Lisina/genética , Esquizofrenia/genética
16.
Genome Biol ; 22(1): 332, 2021 12 06.
Artículo en Inglés | MEDLINE | ID: mdl-34872606

RESUMEN

BACKGROUND: Cytosine modifications in DNA such as 5-methylcytosine (5mC) underlie a broad range of developmental processes, maintain cellular lineage specification, and can define or stratify types of cancer and other diseases. However, the wide variety of approaches available to interrogate these modifications has created a need for harmonized materials, methods, and rigorous benchmarking to improve genome-wide methylome sequencing applications in clinical and basic research. Here, we present a multi-platform assessment and cross-validated resource for epigenetics research from the FDA's Epigenomics Quality Control Group. RESULTS: Each sample is processed in multiple replicates by three whole-genome bisulfite sequencing (WGBS) protocols (TruSeq DNA methylation, Accel-NGS MethylSeq, and SPLAT), oxidative bisulfite sequencing (TrueMethyl), enzymatic deamination method (EMSeq), targeted methylation sequencing (Illumina Methyl Capture EPIC), single-molecule long-read nanopore sequencing from Oxford Nanopore Technologies, and 850k Illumina methylation arrays. After rigorous quality assessment and comparison to Illumina EPIC methylation microarrays and testing on a range of algorithms (Bismark, BitmapperBS, bwa-meth, and BitMapperBS), we find overall high concordance between assays, but also differences in efficiency of read mapping, CpG capture, coverage, and platform performance, and variable performance across 26 microarray normalization algorithms. CONCLUSIONS: The data provided herein can guide the use of these DNA reference materials in epigenomics research, as well as provide best practices for experimental design in future studies. By leveraging seven human cell lines that are designated as publicly available reference materials, these data can be used as a baseline to advance epigenomics research.


Asunto(s)
Epigénesis Genética , Epigenómica/métodos , Control de Calidad , 5-Metilcitosina , Algoritmos , Islas de CpG , ADN/genética , Metilación de ADN , Epigenoma , Genoma Humano , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Alineación de Secuencia , Análisis de Secuencia de ADN/métodos , Sulfitos , Secuenciación Completa del Genoma/métodos
17.
Int J Biochem Cell Biol ; 127: 105840, 2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-32866686

RESUMEN

Ras Guanine Exchange Factor (RasGEF) domain family member 1b is encoded by a Toll-like receptor (TLR)-inducible gene expressed in macrophages, but transcriptional mechanisms that govern its expression are still unknown. Here, we have functionally characterized the 5' flanking Rasgef1b sequence and analyzed its transcriptional activation. We have identified that the inflammation-responsive promoter is contained within a short sequence (-183 to +119) surrounding the transcriptional start site. The promoter sequence is evolutionarily conserved and harbors a cluster of five NF-κB binding sites. Luciferase reporter gene assay showed that the promoter is responsive to TLR activation and RelA or cRel, but not RelB, transcription factors. Besides, site-directed mutagenesis showed that the κB binding sites are required for maximal promoter activation induced by LPS. Analysis by Assay for Transposase-Accessible Chromatin using sequencing (ATAC-seq) revealed that the promoter is located in an accessible chromatin region. More important, Chromatin Immunoprecipitation sequencing (ChIP-seq) showed that RelA is recruited to the promoter region upon LPS stimulation of bone marrow-derived macrophages. Finally, studies with Rela-deficient macrophages or pharmacological inhibition by Bay11-7082 showed that NF-κB is required for optimal Rasgef1b expression induced by TLR agonists. Our data provide evidence of the regulatory mechanism mediated by NF-κB that facilitates Rasgef1b expression after TLR activation in macrophages.


Asunto(s)
Macrófagos/metabolismo , FN-kappa B/metabolismo , Receptores Toll-Like/metabolismo , Factores de Intercambio de Guanina Nucleótido ras/biosíntesis , Animales , Células Cultivadas , Lipopolisacáridos/farmacología , Macrófagos/efectos de los fármacos , Macrófagos/inmunología , Masculino , Ratones , Ratones Endogámicos C57BL , FN-kappa B/genética , Regiones Promotoras Genéticas , Activación Transcripcional , Factores de Intercambio de Guanina Nucleótido ras/genética , Factores de Intercambio de Guanina Nucleótido ras/metabolismo
18.
Genome Med ; 12(1): 19, 2020 02 19.
Artículo en Inglés | MEDLINE | ID: mdl-32075678

RESUMEN

BACKGROUND: Midbrain dopaminergic neurons (MDN) represent 0.0005% of the brain's neuronal population and mediate cognition, food intake, and metabolism. MDN are also posited to underlay the neurobiological dysfunction of schizophrenia (SCZ), a severe neuropsychiatric disorder that is characterized by psychosis as well as multifactorial medical co-morbidities, including metabolic disease, contributing to markedly increased morbidity and mortality. Paradoxically, however, the genetic risk sequences of psychosis and traits associated with metabolic disease, such as body mass, show very limited overlap. METHODS: We investigated the genomic interaction of SCZ with medical conditions and traits, including body mass index (BMI), by exploring the MDN's "spatial genome," including chromosomal contact landscapes as a critical layer of cell type-specific epigenomic regulation. Low-input Hi-C protocols were applied to 5-10 × 103 dopaminergic and other cell-specific nuclei collected by fluorescence-activated nuclei sorting from the adult human midbrain. RESULTS: The Hi-C-reconstructed MDN spatial genome revealed 11 "Euclidean hot spots" of clustered chromatin domains harboring risk sequences for SCZ and elevated BMI. Inter- and intra-chromosomal contacts interconnecting SCZ and BMI risk sequences showed massive enrichment for brain-specific expression quantitative trait loci (eQTL), with gene ontologies, regulatory motifs and proteomic interactions related to adipogenesis and lipid regulation, dopaminergic neurogenesis and neuronal connectivity, and reward- and addiction-related pathways. CONCLUSIONS: We uncovered shared nuclear topographies of cognitive and metabolic risk variants. More broadly, our PsychENCODE sponsored Hi-C study offers a novel genomic approach for the study of psychiatric and medical co-morbidities constrained by limited overlap of their respective genetic risk architectures on the linear genome.


Asunto(s)
Neuronas Dopaminérgicas/metabolismo , Polimorfismo Genético , Sitios de Carácter Cuantitativo , Esquizofrenia/genética , Adipogénesis , Animales , Índice de Masa Corporal , Cromosomas/genética , Cognición , Humanos , Metabolismo de los Lípidos , Mesencéfalo/citología , Mesencéfalo/metabolismo , Ratones , Ratones Endogámicos C57BL , Neurogénesis , Esquizofrenia/metabolismo , Esquizofrenia/patología
19.
Nat Med ; 26(7): 1114-1124, 2020 07.
Artículo en Inglés | MEDLINE | ID: mdl-32483360

RESUMEN

In many areas of oncology, we lack sensitive tools to track low-burden disease. Although cell-free DNA (cfDNA) shows promise in detecting cancer mutations, we found that the combination of low tumor fraction (TF) and limited number of DNA fragments restricts low-disease-burden monitoring through the prevailing deep targeted sequencing paradigm. We reasoned that breadth may supplant depth of sequencing to overcome the barrier of cfDNA abundance. Whole-genome sequencing (WGS) of cfDNA allowed ultra-sensitive detection, capitalizing on the cumulative signal of thousands of somatic mutations observed in solid malignancies, with TF detection sensitivity as low as 10-5. The WGS approach enabled dynamic tumor burden tracking and postoperative residual disease detection, associated with adverse outcome. Thus, we present an orthogonal framework for cfDNA cancer monitoring via genome-wide mutational integration, enabling ultra-sensitive detection, overcoming the limitation of cfDNA abundance and empowering treatment optimization in low-disease-burden oncology care.


Asunto(s)
Biomarcadores de Tumor/genética , ADN Tumoral Circulante/sangre , ADN de Neoplasias/genética , Neoplasias/sangre , Biomarcadores de Tumor/sangre , Ácidos Nucleicos Libres de Células/sangre , Variaciones en el Número de Copia de ADN/genética , ADN de Neoplasias/sangre , Supervivencia sin Enfermedad , Femenino , Genoma Humano/genética , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Estimación de Kaplan-Meier , Masculino , Mutación/genética , Neoplasias/genética , Neoplasias/patología , Carga Tumoral/genética , Secuenciación Completa del Genoma
20.
Curr Opin Neurobiol ; 59: 112-119, 2019 12.
Artículo en Inglés | MEDLINE | ID: mdl-31255842

RESUMEN

The 'non-linear' genome, or the spatial proximity of non-contiguous sequences, emerges as an important regulatory layer for genome organization and function, including transcriptional regulation. Here, we review recent genome-scale chromosome conformation mappings ('Hi-C') in developing and adult human and mouse brain. Neural differentiation is associated with widespread remodeling of the chromosomal contact map, reflecting dynamic changes in cell-type-specific gene expression programs, with a massive (estimated 20-50%) net loss of chromosomal contacts that is specific for the neuronal lineage. Hi-C datasets provided an unexpected link between locus-specific abnormal expansion of repeat sequences positioned at the boundaries of self-associating topological chromatin domains, and monogenic neurodevelopmental and neurodegenerative disease. Furthermore, integrative cell-type-specific Hi-C and transcriptomic analysis uncovered an expanded genomic risk space for sequences conferring liability for schizophrenia and other cognitive disease. We predict that spatial genome exploration will deliver radically new insights into the brain nucleome in health and disease.


Asunto(s)
Enfermedades Neurodegenerativas , Animales , Cromatina , Cognición , Genoma , Genómica , Humanos
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