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1.
Nature ; 613(7942): 169-178, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36544018

RESUMO

Tissue regeneration requires coordination between resident stem cells and local niche cells1,2. Here we identify that senescent cells are integral components of the skeletal muscle regenerative niche that repress regeneration at all stages of life. The technical limitation of senescent-cell scarcity3 was overcome by combining single-cell transcriptomics and a senescent-cell enrichment sorting protocol. We identified and isolated different senescent cell types from damaged muscles of young and old mice. Deeper transcriptome, chromatin and pathway analyses revealed conservation of cell identity traits as well as two universal senescence hallmarks (inflammation and fibrosis) across cell type, regeneration time and ageing. Senescent cells create an aged-like inflamed niche that mirrors inflammation associated with ageing (inflammageing4) and arrests stem cell proliferation and regeneration. Reducing the burden of senescent cells, or reducing their inflammatory secretome through CD36 neutralization, accelerates regeneration in young and old mice. By contrast, transplantation of senescent cells delays regeneration. Our results provide a technique for isolating in vivo senescent cells, define a senescence blueprint for muscle, and uncover unproductive functional interactions between senescent cells and stem cells in regenerative niches that can be overcome. As senescent cells also accumulate in human muscles, our findings open potential paths for improving muscle repair throughout life.


Assuntos
Envelhecimento , Senescência Celular , Inflamação , Músculo Esquelético , Regeneração , Nicho de Células-Tronco , Idoso , Animais , Humanos , Camundongos , Envelhecimento/metabolismo , Envelhecimento/fisiologia , Senescência Celular/fisiologia , Inflamação/metabolismo , Inflamação/fisiopatologia , Músculo Esquelético/fisiologia , Músculo Esquelético/fisiopatologia , Células-Tronco/fisiologia , Fibrose/fisiopatologia , Nicho de Células-Tronco/fisiologia , Transcriptoma , Cromatina/genética , Gerociência
2.
Genes Dev ; 35(21-22): 1431-1444, 2021 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-34675062

RESUMO

During neocortical development, tight regulation of neurogenesis-to-astrogenesis switching of neural precursor cells (NPCs) is critical to generate a balanced number of each neural cell type for proper brain functions. Accumulating evidence indicates that a complex array of epigenetic modifications and the availability of extracellular factors control the timing of neuronal and astrocytic differentiation. However, our understanding of NPC fate regulation is still far from complete. Bone morphogenetic proteins (BMPs) are renowned as cytokines that induce astrogenesis of gliogenic late-gestational NPCs. They also promote neurogenesis of mid-gestational NPCs, although the underlying mechanisms remain elusive. By performing multiple genome-wide analyses, we demonstrate that Smads, transcription factors that act downstream from BMP signaling, target dramatically different genomic regions in neurogenic and gliogenic NPCs. We found that histone H3K27 trimethylation and DNA methylation around Smad-binding sites change rapidly as gestation proceeds, strongly associated with the alteration of accessibility of Smads to their target binding sites. Furthermore, we identified two lineage-specific Smad-interacting partners-Sox11 for neurogenic and Sox8 for astrocytic differentiation-that further ensure Smad-regulated fate-specific gene induction. Our findings illuminate an exquisite regulation of NPC property change mediated by the interplay between cell-extrinsic cues and -intrinsic epigenetic programs during cortical development.


Assuntos
Células-Tronco Neurais , Encéfalo , Diferenciação Celular/genética , Epigênese Genética , Feminino , Estudo de Associação Genômica Ampla , Humanos , Neurogênese/genética , Gravidez , Fatores de Transcrição SOXE/genética
3.
Mol Cell ; 79(4): 660-676.e8, 2020 08 20.
Artigo em Inglês | MEDLINE | ID: mdl-32755593

RESUMO

Specific combinations of two transcription factors (Hnf4α plus Foxa1, Foxa2, or Foxa3) can induce direct conversion of mouse fibroblasts into hepatocyte-like cells. However, the molecular mechanisms underlying hepatic reprogramming are largely unknown. Here, we show that the Foxa protein family members and Hnf4α sequentially and cooperatively bind to chromatin to activate liver-specific gene expression. Although all Foxa proteins bind to and open regions of closed chromatin as pioneer factors, Foxa3 has the unique potential of transferring from the distal to proximal regions of the transcription start site of target genes, binding RNA polymerase II, and co-traversing target genes. These distinctive characteristics of Foxa3 are essential for inducing the hepatic fate in fibroblasts. Similar functional coupling of transcription factors to RNA polymerase II may occur in other contexts whereby transcriptional activation can induce cell differentiation.


Assuntos
Fator 3-gama Nuclear de Hepatócito/metabolismo , Fator 4 Nuclear de Hepatócito/metabolismo , Fígado/citologia , Fígado/fisiologia , Ativação Transcricional , Animais , Sítios de Ligação , Células Cultivadas , Reprogramação Celular/fisiologia , Cromatina/metabolismo , DNA Polimerase II/genética , DNA Polimerase II/metabolismo , Fibroblastos/citologia , Fibroblastos/fisiologia , Regulação da Expressão Gênica , Fator 3-gama Nuclear de Hepatócito/genética , Fator 4 Nuclear de Hepatócito/genética , Camundongos Endogâmicos C57BL , Domínios Proteicos , Sítio de Iniciação de Transcrição
4.
Mol Cell ; 78(3): 493-505.e8, 2020 05 07.
Artigo em Inglês | MEDLINE | ID: mdl-32353257

RESUMO

The promyelocytic leukemia (PML) body is a phase-separated nuclear structure physically associated with chromatin, implying its crucial roles in genome functions. However, its role in transcriptional regulation is largely unknown. We developed APEX-mediated chromatin labeling and purification (ALaP) to identify the genomic regions proximal to PML bodies. We found that PML bodies associate with active regulatory regions across the genome and with ∼300 kb of the short arm of the Y chromosome (YS300) in mouse embryonic stem cells. The PML body association with YS300 is essential for the transcriptional activity of the neighboring Y-linked clustered genes. Mechanistically, PML bodies provide specific nuclear spaces that the de novo DNA methyltransferase DNMT3A cannot access, resulting in the steady maintenance of a hypo-methylated state at Y-linked gene promoters. Our study underscores a new mechanism for gene regulation in the 3D nuclear space and provides insights into the functional properties of nuclear structures for genome function.


Assuntos
DNA (Citosina-5-)-Metiltransferases/metabolismo , Regulação da Expressão Gênica , Corpos de Inclusão Intranuclear/genética , Cromossomo Y/genética , Animais , Linhagem Celular , Cromatina/genética , Cromatina/metabolismo , RNA Helicases DEAD-box/genética , DNA (Citosina-5-)-Metiltransferases/genética , Metilação de DNA , DNA Metiltransferase 3A , DNA Liase (Sítios Apurínicos ou Apirimidínicos)/genética , Células-Tronco Embrionárias/fisiologia , Endonucleases/genética , Sequenciamento de Nucleotídeos em Larga Escala , Corpos de Inclusão Intranuclear/metabolismo , Camundongos Knockout , Antígenos de Histocompatibilidade Menor/genética , Enzimas Multifuncionais/genética , Família Multigênica , Estresse Oxidativo , Proteína da Leucemia Promielocítica/genética , Proteína da Leucemia Promielocítica/metabolismo , Proteínas/genética , Fatores de Transcrição/genética , Cromossomo Y/metabolismo
5.
Proc Natl Acad Sci U S A ; 121(39): e2407768121, 2024 Sep 24.
Artigo em Inglês | MEDLINE | ID: mdl-39292748

RESUMO

Androgens exert their effects primarily by binding to the androgen receptor (AR), a ligand-dependent nuclear receptor. While androgens have anabolic effects on skeletal muscle, previous studies reported that AR functions in myofibers to regulate skeletal muscle quality, rather than skeletal muscle mass. Therefore, the anabolic effects of androgens are exerted via nonmyofiber cells. In this context, the cellular and molecular mechanisms of AR in mesenchymal progenitors, which play a crucial role in maintaining skeletal muscle homeostasis, remain largely unknown. In this study, we demonstrated expression of AR in mesenchymal progenitors and found that targeted AR ablation in mesenchymal progenitors reduced limb muscle mass in mature adult, but not young or aged, male mice, although fatty infiltration of muscle was not affected. The absence of AR in mesenchymal progenitors led to remarkable perineal muscle hypotrophy, regardless of age, due to abnormal regulation of transcripts associated with cell death and extracellular matrix organization. Additionally, we revealed that AR in mesenchymal progenitors regulates the expression of insulin-like growth factor 1 (Igf1) and that IGF1 administration prevents perineal muscle atrophy in a paracrine manner. These findings indicate that the anabolic effects of androgens regulate skeletal muscle mass via, at least in part, AR signaling in mesenchymal progenitors.


Assuntos
Fator de Crescimento Insulin-Like I , Células-Tronco Mesenquimais , Músculo Esquelético , Receptores Androgênicos , Animais , Masculino , Receptores Androgênicos/metabolismo , Receptores Androgênicos/genética , Fator de Crescimento Insulin-Like I/metabolismo , Fator de Crescimento Insulin-Like I/genética , Músculo Esquelético/metabolismo , Células-Tronco Mesenquimais/metabolismo , Células-Tronco Mesenquimais/citologia , Camundongos , Atrofia Muscular/metabolismo , Atrofia Muscular/patologia
6.
J Cell Sci ; 137(15)2024 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-39037211

RESUMO

Muscle stem cells (MuSCs) play an indispensable role in postnatal muscle growth and hypertrophy in adults. MuSCs also retain a highly regenerative capacity and are therefore considered a promising stem cell source for regenerative therapy for muscle diseases. In this study, we identify tumor-suppressor protein Tob1 as a Pax7 target protein that negatively controls the population expansion of MuSCs. Tob1 protein is undetectable in the quiescent state but is upregulated during activation in MuSCs. Tob1 ablation in mice accelerates MuSC population expansion and boosts muscle regeneration. Moreover, inactivation of Tob1 in MuSCs ameliorates the efficiency of MuSC transplantation in a murine muscular dystrophy model. Collectively, selective targeting of Tob1 might be a therapeutic option for the treatment of muscular diseases, including muscular dystrophy and age-related sarcopenia.


Assuntos
Músculo Esquelético , Fator de Transcrição PAX7 , Regeneração , Células-Tronco , Animais , Camundongos , Músculo Esquelético/metabolismo , Fator de Transcrição PAX7/metabolismo , Fator de Transcrição PAX7/genética , Células-Tronco/metabolismo , Células-Tronco/citologia , Peptídeos e Proteínas de Sinalização Intracelular/metabolismo , Peptídeos e Proteínas de Sinalização Intracelular/genética , Proliferação de Células , Camundongos Endogâmicos C57BL
8.
Nucleic Acids Res ; 50(1): 72-91, 2022 01 11.
Artigo em Inglês | MEDLINE | ID: mdl-34929737

RESUMO

Histone H3mm18 is a non-allelic H3 variant expressed in skeletal muscle and brain in mice. However, its function has remained enigmatic. We found that H3mm18 is incorporated into chromatin in cells with low efficiency, as compared to H3.3. We determined the structures of the nucleosome core particle (NCP) containing H3mm18 by cryo-electron microscopy, which revealed that the entry/exit DNA regions are drastically disordered in the H3mm18 NCP. Consistently, the H3mm18 NCP is substantially unstable in vitro. The forced expression of H3mm18 in mouse myoblast C2C12 cells markedly suppressed muscle differentiation. A transcriptome analysis revealed that the forced expression of H3mm18 affected the expression of multiple genes, and suppressed a group of genes involved in muscle development. These results suggest a novel gene expression regulation system in which the chromatin landscape is altered by the formation of unusual nucleosomes with a histone variant, H3mm18, and provide important insight into understanding transcription regulation by chromatin.


Assuntos
Histonas/química , Nucleossomos/química , Transcriptoma , Animais , Microscopia Crioeletrônica , Histonas/genética , Histonas/metabolismo , Camundongos , Mioblastos/metabolismo , Mioblastos/ultraestrutura , Células NIH 3T3 , Nucleossomos/metabolismo , Nucleossomos/ultraestrutura
9.
Immunity ; 41(6): 1040-51, 2014 Dec 18.
Artigo em Inglês | MEDLINE | ID: mdl-25484301

RESUMO

B cells can suppress autoimmunity by secreting interleukin-10 (IL-10). Although subpopulations of splenic B lineage cells are reported to express IL-10 in vitro, the identity of IL-10-producing B cells with regulatory function in vivo remains unknown. By using IL-10 reporter mice, we found that plasmablasts in the draining lymph nodes (dLNs), but not splenic B lineage cells, predominantly expressed IL-10 during experimental autoimmune encephalomyelitis (EAE). These plasmablasts were generated only during EAE inflammation. Mice lacking plasmablasts by genetic ablation of the transcription factors Blimp1 or IRF4 in B lineage cells developed an exacerbated EAE. Furthermore, IRF4 positively regulated IL-10 production that can inhibit dendritic cell functions to generate pathogenic T cells. Our data demonstrate that plasmablasts in the dLNs serve as IL-10 producers to limit autoimmune inflammation and emphasize the importance of plasmablasts as IL-10-producing regulatory B cells.


Assuntos
Linfócitos B Reguladores/imunologia , Células Dendríticas/imunologia , Encefalomielite Autoimune Experimental/imunologia , Plasmócitos/fisiologia , Linfócitos T/imunologia , Animais , Células Cultivadas , Humanos , Tolerância Imunológica , Inflamação/genética , Fatores Reguladores de Interferon/genética , Fatores Reguladores de Interferon/metabolismo , Interleucina-10/genética , Interleucina-10/metabolismo , Linfonodos/imunologia , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Camundongos Transgênicos , Fator 1 de Ligação ao Domínio I Regulador Positivo , Baço/imunologia , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo
10.
EMBO Rep ; 22(3): e51989, 2021 03 03.
Artigo em Inglês | MEDLINE | ID: mdl-33605056

RESUMO

During X chromosome inactivation (XCI), in female placental mammals, gene silencing is initiated by the Xist long non-coding RNA. Xist accumulation at the X leads to enrichment of specific chromatin marks, including PRC2-dependent H3K27me3 and SETD8-dependent H4K20me1. However, the dynamics of this process in relation to Xist RNA accumulation remains unknown as is the involvement of H4K20me1 in initiating gene silencing. To follow XCI dynamics in living cells, we developed a genetically encoded, H3K27me3-specific intracellular antibody or H3K27me3-mintbody. By combining live-cell imaging of H3K27me3, H4K20me1, the X chromosome and Xist RNA, with ChIP-seq analysis we uncover concurrent accumulation of both marks during XCI, albeit with distinct genomic distributions. Furthermore, using a Xist B and C repeat mutant, which still shows gene silencing on the X but not H3K27me3 deposition, we also find a complete lack of H4K20me1 enrichment. This demonstrates that H4K20me1 is dispensable for the initiation of gene silencing, although it may have a role in the chromatin compaction that characterises facultative heterochromatin.


Assuntos
Histonas , RNA Longo não Codificante , Animais , Feminino , Inativação Gênica , Histonas/genética , Histonas/metabolismo , Placenta/metabolismo , Gravidez , RNA Longo não Codificante/genética , Cromossomo X/genética , Inativação do Cromossomo X/genética
11.
Exp Cell Res ; 420(1): 113307, 2022 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-36028059

RESUMO

The CCAAT motif-binding factor NF-Y consists of three different subunits, NF-YA, NF-YB, and NF-YC. Although it is suggested that NF-Y activity is essential for normal tissue homeostasis, survival, and metabolic function, its precise role in lipid metabolism is not clarified yet. In Drosophila, eye disc specific knockdown of Drosophila NF-YA (dNF-YA) induced aberrant morphology of the compound eye, the rough eye phenotype in adults and mutation of the lipase 4 (lip4) gene suppressed the rough eye phenotype. RNA-seq analyses with dNF-YA knockdown third instar larvae identified the lip4 gene as one of the genes that are up-regulated by the dNF-YA knockdown. We identified three dNF-Y-binding consensuses in the 5'flanking region of the lip4 gene, and a chromatin immunoprecipitation assay with the specific anti-dNF-YA IgG demonstrated dNF-Y binding to this genomic region. The luciferase transient expression assay with cultured Drosophila S2 cells and the lip4 promoter-luciferase fusion genes with and without mutations in the dNF-Y-binding consensuses showed that each of the three dNF-Y consensus sequences negatively regulated lip4 gene promoter activity. Consistent with these results, qRT-PCR analysis with the dNF-YA knockdown third instar larvae revealed that endogenous lip4 mRNA levels were increased by the knockdown of dNF-YA in vivo. The specific knockdown of dNF-YA in the fat body with the collagen-GAL4 driver resulted in smaller oil droplets in the fat body cells. Collectively, these results suggest that dNF-Y is involved in lipid storage through its negative regulation of lip4 gene transcription.


Assuntos
Drosophila , Fatores de Transcrição , Animais , Fator de Ligação a CCAAT/genética , Fator de Ligação a CCAAT/metabolismo , Drosophila/metabolismo , Genes vif , Imunoglobulina G/metabolismo , Lipase/genética , Lipase/metabolismo , Lipídeos , Luciferases/metabolismo , RNA Mensageiro/metabolismo , Fatores de Transcrição/metabolismo
12.
Nucleic Acids Res ; 49(21): 12152-12166, 2021 12 02.
Artigo em Inglês | MEDLINE | ID: mdl-34817054

RESUMO

DNA replication is a key step in initiating cell proliferation. Loading hexameric complexes of minichromosome maintenance (MCM) helicase onto DNA replication origins during the G1 phase is essential for initiating DNA replication. Here, we examined MCM hexamer states during the cell cycle in human hTERT-RPE1 cells using multicolor immunofluorescence-based, single-cell plot analysis, and biochemical size fractionation. Experiments involving cell-cycle arrest at the G1 phase and release from the arrest revealed that a double MCM hexamer was formed via a single hexamer during G1 progression. A single MCM hexamer was recruited to chromatin in the early G1 phase. Another single hexamer was recruited to form a double hexamer in the late G1 phase. We further examined relationship between the MCM hexamer states and the methylation levels at lysine 20 of histone H4 (H4K20) and found that the double MCM hexamer state was correlated with di/trimethyl-H4K20 (H4K20me2/3). Inhibiting the conversion from monomethyl-H4K20 (H4K20me1) to H4K20me2/3 retained the cells in the single MCM hexamer state. Non-proliferative cells, including confluent cells or Cdk4/6 inhibitor-treated cells, also remained halted in the single MCM hexamer state. We propose that the single MCM hexamer state is a halting step in the determination of cell cycle progression.


Assuntos
Ciclo Celular , DNA/metabolismo , Histonas/metabolismo , Replicação do DNA , Células HeLa , Humanos , Metilação
13.
Development ; 146(15)2019 08 13.
Artigo em Inglês | MEDLINE | ID: mdl-31371378

RESUMO

The spatiotemporal identity of neural progenitors and the regional control of neurogenesis are essential for the development of cerebral cortical architecture. Here, we report that mammalian DM domain factors (Dmrt) determine the identity of cerebral cortical progenitors. Among the Dmrt family genes expressed in the developing dorsal telencephalon, Dmrt3 and Dmrta2 show a medialhigh/laterallow expression gradient. Their simultaneous loss confers a ventral identity to dorsal progenitors, resulting in the ectopic expression of Gsx2 and massive production of GABAergic olfactory bulb interneurons in the dorsal telencephalon. Furthermore, double-mutant progenitors in the medial region exhibit upregulated Pax6 and more lateral characteristics. These ventral and lateral shifts in progenitor identity depend on Dmrt gene dosage. We also found that Dmrt factors bind to Gsx2 and Pax6 enhancers to suppress their expression. Our findings thus reveal that the graded expression of Dmrt factors provide positional information for progenitors by differentially repressing downstream genes in the developing cerebral cortex.


Assuntos
Córtex Cerebral/embriologia , Células-Tronco Neurais/citologia , Neurogênese/fisiologia , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Animais , Células Cultivadas , Córtex Cerebral/citologia , Proteínas de Homeodomínio/biossíntese , Proteínas de Homeodomínio/metabolismo , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Fator de Transcrição PAX6/biossíntese , Fator de Transcrição PAX6/metabolismo , Interferência de RNA , RNA Interferente Pequeno/genética
14.
Development ; 146(4)2019 02 20.
Artigo em Inglês | MEDLINE | ID: mdl-30745427

RESUMO

The undifferentiated state of muscle stem (satellite) cells (MuSCs) is maintained by the canonical Notch pathway. Although three bHLH transcriptional factors, Hey1, HeyL and Hes1, are considered to be potential effectors of the Notch pathway exerting anti-myogenic effects, neither HeyL nor Hes1 inhibits myogenic differentiation of myogenic cell lines. Furthermore, whether these factors work redundantly or cooperatively is unknown. Here, we showed cell-autonomous functions of Hey1 and HeyL in MuSCs using conditional and genetic null mice. Analysis of cultured MuSCs revealed anti-myogenic activity of both HeyL and Hes1. We found that HeyL forms heterodimeric complexes with Hes1 in living cells. Moreover, our ChIP-seq experiments demonstrated that, compared with HeyL alone, the HeyL-Hes1 heterodimer binds with high affinity to specific sites in the chromatin, including the binding sites of Hey1. Finally, analyses of myogenin promoter activity showed that HeyL and Hes1 act synergistically to suppress myogenic differentiation. Collectively, these results suggest that HeyL and Hey1 function redundantly in MuSCs, and that HeyL requires Hes1 for effective DNA binding and biological activity.


Assuntos
Fatores de Transcrição Hélice-Alça-Hélice Básicos/metabolismo , Proteínas de Ciclo Celular/metabolismo , Regulação da Expressão Gênica , Células Satélites de Músculo Esquelético/citologia , Fatores de Transcrição HES-1/metabolismo , Alelos , Animais , Sítios de Ligação , Separação Celular , Cromatina/química , DNA/química , Citometria de Fluxo , Camundongos , Camundongos Knockout , Camundongos Transgênicos , Regiões Promotoras Genéticas , Ligação Proteica , Multimerização Proteica , Estrutura Secundária de Proteína , Receptores Notch/metabolismo , Transdução de Sinais
15.
Genes Cells ; 26(7): 530-540, 2021 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-33987903

RESUMO

Single-cell RNA-sequencing analysis is one of the most effective tools for understanding specific cellular states. The use of single cells or pooled cells in RNA-seq analysis requires the isolation of cells from a tissue or culture. Although trypsin or more recently cold-active protease (CAP) has been used for cell dissociation, the extent to which the gene expression changes are suppressed has not been clarified. To this end, we conducted detailed profiling of the enzyme-dependent gene expression changes in mouse skeletal muscle progenitor cells, focusing on the enzyme treatment time, amount and temperature. We found that the genes whose expression was changed by the enzyme treatment could be classified in a time-dependent manner and that there were genes whose expression was changed independently of the enzyme treatment time, amount and temperature. This study will be useful as reference data for genes that should be excluded or considered for RNA-seq analysis using enzyme isolation methods.


Assuntos
Mioblastos/metabolismo , RNA-Seq/métodos , Transcriptoma , Animais , Linhagem Celular , Camundongos , Mioblastos/efeitos dos fármacos , Células NIH 3T3 , RNA-Seq/normas , Tripsina/farmacologia
16.
Mol Syst Biol ; 17(11): e10323, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34730297

RESUMO

Recent advances in genome-wide technologies have enabled analyses using small cell numbers of even single cells. However, obtaining tissue epigenomes with cell-type resolution from large organs and tissues still remains challenging, especially when the available material is limited. Here, we present a ChIL-based approach for analyzing the diverse cellular dynamics at the tissue level using high-depth epigenomic data. "ChIL for tissues" allows the analysis of a single tissue section and can reproducibly generate epigenomic profiles from several tissue types, based on the distribution of target epigenomic states, tissue morphology, and number of cells. The proposed method enabled the independent evaluation of changes in cell populations and gene activation in cells from regenerating skeletal muscle tissues, using a statistical model of RNA polymerase II distribution on gene loci. Thus, the integrative analyses performed using ChIL can elucidate in vivo cell-type dynamics of tissues.


Assuntos
Epigenoma , Epigenômica , Genoma , Densidade Demográfica
17.
PLoS Comput Biol ; 17(11): e1009579, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34797848

RESUMO

Organisms are composed of various cell types with specific states. To obtain a comprehensive understanding of the functions of organs and tissues, cell types have been classified and defined by identifying specific marker genes. Statistical tests are critical for identifying marker genes, which often involve evaluating differences in the mean expression levels of genes. Differentially expressed gene (DEG)-based analysis has been the most frequently used method of this kind. However, in association with increases in sample size such as in single-cell analysis, DEG-based analysis has faced difficulties associated with the inflation of P-values. Here, we propose the concept of discriminative feature of cells (DFC), an alternative to using DEG-based approaches. We implemented DFC using logistic regression with an adaptive LASSO penalty to perform binary classification for discriminating a population of interest and variable selection to obtain a small subset of defining genes. We demonstrated that DFC prioritized gene pairs with non-independent expression using artificial data and that DFC enabled characterization of the muscle satellite/progenitor cell population. The results revealed that DFC well captured cell-type-specific markers, specific gene expression patterns, and subcategories of this cell population. DFC may complement DEG-based methods for interpreting large data sets. DEG-based analysis uses lists of genes with differences in expression between groups, while DFC, which can be termed a discriminative approach, has potential applications in the task of cell characterization. Upon recent advances in the high-throughput analysis of single cells, methods of cell characterization such as scRNA-seq can be effectively subjected to the discriminative methods.


Assuntos
Expressão Gênica , Algoritmos , Análise por Conglomerados , Simulação por Computador , Marcadores Genéticos , Humanos , Modelos Logísticos
18.
Nature ; 537(7622): 675-679, 2016 09 29.
Artigo em Inglês | MEDLINE | ID: mdl-27602517

RESUMO

Autism spectrum disorder (ASD) comprises a range of neurodevelopmental disorders characterized by deficits in social interaction and communication as well as by restricted and repetitive behaviours. ASD has a strong genetic component with high heritability. Exome sequencing analysis has recently identified many de novo mutations in a variety of genes in individuals with ASD, with CHD8, a gene encoding a chromatin remodeller, being most frequently affected. Whether CHD8 mutations are causative for ASD and how they might establish ASD traits have remained unknown. Here we show that mice heterozygous for Chd8 mutations manifest ASD-like behavioural characteristics including increased anxiety, repetitive behaviour, and altered social behaviour. CHD8 haploinsufficiency did not result in prominent changes in the expression of a few specific genes but instead gave rise to small but global changes in gene expression in the mouse brain, reminiscent of those in the brains of patients with ASD. Gene set enrichment analysis revealed that neurodevelopment was delayed in the mutant mouse embryos. Furthermore, reduced expression of CHD8 was associated with abnormal activation of RE-1 silencing transcription factor (REST), which suppresses the transcription of many neuronal genes. REST activation was also observed in the brains of humans with ASD, and CHD8 was found to interact physically with REST in the mouse brain. Our results are thus consistent with the notion that CHD8 haploinsufficiency is a highly penetrant risk factor for ASD, with disease pathogenesis probably resulting from a delay in neurodevelopment.


Assuntos
Transtorno do Espectro Autista/genética , Transtorno do Espectro Autista/psicologia , Proteínas de Ligação a DNA/genética , Haploinsuficiência/genética , Animais , Ansiedade/complicações , Ansiedade/genética , Transtorno do Espectro Autista/complicações , Encéfalo/metabolismo , Proteínas de Ligação a DNA/deficiência , Deficiências do Desenvolvimento/genética , Modelos Animais de Doenças , Regulação para Baixo , Predisposição Genética para Doença , Heterozigoto , Masculino , Megalencefalia/complicações , Megalencefalia/genética , Camundongos , Camundongos Knockout , Mutação , Penetrância , Fenótipo , Proteínas Repressoras/metabolismo , Comportamento Social , Transcriptoma
19.
PLoS Genet ; 15(6): e1008129, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-31206516

RESUMO

H3K9 methylation (H3K9me) is a conserved marker of heterochromatin, a transcriptionally silent chromatin structure. Knowledge of the mechanisms for regulating heterochromatin distribution is limited. The fission yeast JmjC domain-containing protein Epe1 localizes to heterochromatin mainly through its interaction with Swi6, a homologue of heterochromatin protein 1 (HP1), and directs JmjC-mediated H3K9me demethylation in vivo. Here, we found that loss of epe1 (epe1Δ) induced a red-white variegated phenotype in a red-pigment accumulation background that generated uniform red colonies. Analysis of isolated red and white colonies revealed that silencing of genes involved in pigment accumulation by stochastic ectopic heterochromatin formation led to white colony formation. In addition, genome-wide analysis of red- and white-isolated clones revealed that epe1Δ resulted in a heterogeneous heterochromatin distribution among clones. We found that Epe1 had an N-terminal domain distinct from its JmjC domain, which activated transcription in both fission and budding yeasts. The N-terminal transcriptional activation (NTA) domain was involved in suppression of ectopic heterochromatin-mediated red-white variegation. We introduced a single copy of Epe1 into epe1Δ clones harboring ectopic heterochromatin, and found that Epe1 could reduce H3K9me from ectopic heterochromatin but some of the heterochromatin persisted. This persistence was due to a latent H3K9me source embedded in ectopic heterochromatin. Epe1H297A, a canonical JmjC mutant, suppressed red-white variegation, but entirely failed to remove already-established ectopic heterochromatin, suggesting that Epe1 prevented stochastic de novo deposition of ectopic H3K9me in an NTA-dependent but JmjC-independent manner, while its JmjC domain mediated removal of H3K9me from established ectopic heterochromatin. Our results suggest that Epe1 not only limits the distribution of heterochromatin but also controls the balance between suppression and retention of heterochromatin-mediated epigenetic diversification.


Assuntos
Epigenômica , Heterocromatina/genética , Proteínas Nucleares/genética , Proteínas de Schizosaccharomyces pombe/genética , Schizosaccharomyces/genética , Montagem e Desmontagem da Cromatina/genética , Proteínas Cromossômicas não Histona/genética , Inativação Gênica , Histonas/genética , Histona Desmetilases com o Domínio Jumonji/genética , Metilação , Mutação
20.
J Allergy Clin Immunol ; 148(2): 633-638, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33819507

RESUMO

BACKGROUND: IL-31 is a major pruritogen associated with atopic dermatitis (AD). Although a specific antibody for IL-31 receptor has been shown to alleviate pruritus in patients with AD, therapeutic approaches to inhibition of IL-31 production remain unexploited. IL-31 production by TH cells critically depends on the transcription factor EPAS1, which mediates IL31 promoter activation in collaboration with SP1. OBJECTIVE: We aimed at developing small-molecule inhibitors that selectively block IL-31 production by TH cells. METHODS: We generated the reporter cell line that inducibly expressed EPAS1 in the presence of doxycycline to mediate Il31 promoter activation, and we screened 9600 chemical compounds. The selected compounds were further examined by using TH cells from a spontaneous mouse model of AD and TH cells from patients with AD. RESULTS: We have identified 4-(2-(4-isopropylbenzylidene)hydrazineyl)benzoic acid (IPHBA) as an inhibitor of IL31 induction. Although IPHBA did not affect nonspecific T-cell proliferation, IPHBA inhibited antigen-induced IL-31 production by TH cells from both an AD mouse model and patients with AD without affecting other cytokine production and hypoxic responses. In line with this, itch responses induced by adoptive transfer of IL-31-producing TH cells were attenuated when mice were orally treated with IPHBA. Mechanistically, IPHBA inhibited the association between EPAS1 and SP1, resulting in defective recruitment of both transcription factors to the specific sites of the IL31 promoter. We also determined the structure-activity relationship of IPHBA by synthesizing and analyzing 201 analogous compounds. CONCLUSION: IPHBA could be a potential drug leading to inhibition of EPAS1-driven IL-31 production.


Assuntos
Fatores de Transcrição Hélice-Alça-Hélice Básicos/antagonistas & inibidores , Dermatite Atópica/imunologia , Doxiciclina/farmacologia , Regulação da Expressão Gênica/efeitos dos fármacos , Interleucinas/imunologia , Transdução de Sinais/efeitos dos fármacos , Animais , Fatores de Transcrição Hélice-Alça-Hélice Básicos/genética , Fatores de Transcrição Hélice-Alça-Hélice Básicos/imunologia , Dermatite Atópica/genética , Dermatite Atópica/patologia , Regulação da Expressão Gênica/imunologia , Interleucinas/genética , Camundongos , Camundongos Knockout , Regiões Promotoras Genéticas , Transdução de Sinais/genética , Transdução de Sinais/imunologia , Linfócitos T Auxiliares-Indutores
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