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1.
J Immunol ; 212(3): 455-465, 2024 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-38063488

RESUMO

Immune checkpoint blockade (ICB) immunotherapies have emerged as promising strategies for the treatment of cancer; however, there remains a need to improve their efficacy. Determinants of ICB efficacy are the frequency of tumor mutations, the associated neoantigens, and the T cell response against them. Therefore, it is expected that neoantigen vaccinations that boost the antitumor T cell response would improve ICB therapy efficacy. The aim of this study was to develop a highly immunogenic vaccine using pattern recognition receptor agonists in combination with synthetic long peptides to induce potent neoantigen-specific T cell responses. We determined that the combination of the TLR9 agonist K-type CpG oligodeoxynucleotides (K3 CpG) with the STING agonist c-di-AMP (K3/c-di-AMP combination) significantly increased dendritic cell activation. We found that immunizing mice with 20-mer of either an OVA peptide, low-affinity OVA peptides, or neopeptides identified from mouse melanoma or lung mesothelioma, together with K3/c-di-AMP, induced potent Ag-specific T cell responses. The combined K3/c-di-AMP adjuvant formulation induced 10 times higher T cell responses against neopeptides than the TLR3 agonist polyinosinic:polycytidylic acid, a derivative of which is the leading adjuvant in clinical trials of neoantigen peptide vaccines. Moreover, we demonstrated that our K3/c-di-AMP vaccine formulation with 20-mer OVA peptide was capable of controlling tumor growth and improving survival in B16-F10-OVA tumor-bearing C57BL/6 mice and synergized with anti-PD-1 treatment. Together, our findings demonstrate that the K3/c-di-AMP vaccine formulation induces potent T cell immunity against synthetic long peptides and is a promising candidate to improve neoantigen vaccine platform.


Assuntos
Vacinas Anticâncer , Neoplasias , Vacinas , Animais , Camundongos , Linfócitos T , Inibidores de Checkpoint Imunológico , Receptor Toll-Like 9 , Camundongos Endogâmicos C57BL , Adjuvantes Imunológicos , Antígenos , Peptídeos
2.
Eur J Immunol ; : e2451085, 2024 May 30.
Artigo em Inglês | MEDLINE | ID: mdl-38813721

RESUMO

Studies have traditionally focused on the role of T cells in chronic hepatitis B (CHB), but recent evidence supports a role for B cells. The enrichment of so-called atypical memory (AtM) B cells, which show reduced signaling and impaired differentiation, is believed to be a characteristic feature of CHB, potentially contributing to the observed dysfunctional anti-HBsAg B-cell responses. Our study, involving 62 CHB patients across clinical phases, identified AtM B cells expressing IFNLR1 and interferon-stimulated genes. Contrary to previous reports, we found relatively low frequencies of AtM B cells in the liver, comparable to peripheral blood. However, liver plasma cell frequencies were significantly higher, particularly during phases with elevated viral loads and liver enzyme levels. Liver plasma cells exhibited signs of active proliferation, especially in the immune active phase. Our findings suggest a potential role for plasma cells, alongside potential implications and consequences of local proliferation, within the livers of CHB patients. While the significance of AtM B cells remains uncertain, further investigation is warranted to determine their responsiveness to interferons and their role in CHB.

3.
J Infect Dis ; 2024 Jun 07.
Artigo em Inglês | MEDLINE | ID: mdl-38847286

RESUMO

BACKGROUND: Immunological studies on chronic hepatitis B virus (HBV) infection have convincingly shown immune dysfunction involving multiple cell types. The focus of the majority of studies has been on the role of T cells and showed an impaired functional T cell response to HBV. B cells have been evaluated more recently, but in contrast to T cells, more pronounced activation of circulating B cells has been reported. To gain more insight into the activation status of B cells, we investigated the activation gene profile of B cells in the blood and liver of chronic HBV patients. METHODS: RNA-seq and flow cytometric analysis was performed on peripheral blood B cells of immune active chronic HBV patients, comparing them with samples from healthy controls. In addition, gene expression profiles of B cells in the liver were analyzed by bulk and single-cell RNA-seq. RESULTS AND CONCLUSIONS: Our data show a distinctive B cell activation gene signature in the blood of immune active chronic HBV patients, characterized by a significant upregulation of immune-related genes, including IRF1, STAT1, STAT3, TAP1, and TAPBP. This peripheral activation profile was also observed in B cells from the liver by single cell RNA-seq showing upregulation of IRF1, CD83 and significantly higher CD69 expression, with naive and memory B cell subsets being the primary carriers of the signature. Our findings suggest that B cell gene profiles reflect responsiveness to HBV infection, these findings are relevant for clinical studies evaluating immunomodulatory treatment strategies for HBV.

4.
Hepatology ; 78(5): 1525-1541, 2023 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-37158243

RESUMO

BACKGROUND AND AIMS: HBV infection is restricted to the liver, where it drives exhaustion of virus-specific T and B cells and pathogenesis through dysregulation of intrahepatic immunity. Our understanding of liver-specific events related to viral control and liver damage has relied almost solely on animal models, and we lack useable peripheral biomarkers to quantify intrahepatic immune activation beyond cytokine measurement. Our objective was to overcome the practical obstacles of liver sampling using fine-needle aspiration and develop an optimized workflow to comprehensively compare the blood and liver compartments within patients with chronic hepatitis B using single-cell RNA sequencing. APPROACH AND RESULTS: We developed a workflow that enabled multi-site international studies and centralized single-cell RNA sequencing. Blood and liver fine-needle aspirations were collected, and cellular and molecular captures were compared between the Seq-Well S 3 picowell-based and the 10× Chromium reverse-emulsion droplet-based single-cell RNA sequencing technologies. Both technologies captured the cellular diversity of the liver, but Seq-Well S 3 effectively captured neutrophils, which were absent in the 10× dataset. CD8 T cells and neutrophils displayed distinct transcriptional profiles between blood and liver. In addition, liver fine-needle aspirations captured a heterogeneous liver macrophage population. Comparison between untreated patients with chronic hepatitis B and patients treated with nucleoside analogs showed that myeloid cells were highly sensitive to environmental changes while lymphocytes displayed minimal differences. CONCLUSIONS: The ability to electively sample and intensively profile the immune landscape of the liver, and generate high-resolution data, will enable multi-site clinical studies to identify biomarkers for intrahepatic immune activity in HBV and beyond.


Assuntos
Hepatite B Crônica , Animais , Humanos , Hepatite B Crônica/tratamento farmacológico , Biópsia por Agulha Fina , Vírus da Hepatite B/genética , Fígado/patologia , Linfócitos T CD8-Positivos , Biomarcadores , Análise de Sequência de RNA
5.
Bioinformatics ; 38(5): 1437-1439, 2022 02 07.
Artigo em Inglês | MEDLINE | ID: mdl-34864882

RESUMO

SUMMARY: We present an R-based open-source software termed ProteoDisco that allows for flexible incorporation of genomic variants, fusion genes and (aberrant) transcriptomic variants from standardized formats into protein variant sequences. ProteoDisco allows for a flexible step-by-step workflow allowing for in-depth customization to suit a myriad of research approaches in the field of proteogenomics, on all organisms for which a reference genome and transcript annotations are available. AVAILABILITY AND IMPLEMENTATION: ProteoDisco (R package version ≥ 1.0.0) is available on Bioconductor at https://doi.org/doi:10.18129/B9.bioc.ProteoDisco and from https://github.com/ErasmusMC-CCBC/ProteoDisco/. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Assuntos
Proteogenômica , Bases de Dados de Proteínas , Software , Genoma , Sequência de Aminoácidos
6.
Rheumatology (Oxford) ; 61(8): 3491-3496, 2022 08 03.
Artigo em Inglês | MEDLINE | ID: mdl-35022662

RESUMO

OBJECTIVES: Cytosolic DNA-sensing pathway stimulation prompts type I IFN (IFN-I) production, but its role in systemic IFN-I pathway activation in primary SS (pSS) is poorly studied. Here we investigate the responsiveness of pSS monocytes and plasmacytoid dendritic cells (pDCs) to stimulator of interferon genes (STING) activation in relation to systemic IFN-I pathway activation and compare this with SLE. METHODS: Expression of DNA-sensing receptors cGAS, IFI16, ZBP-1 and DDX41, signalling molecules STING, TBK1 and IRF3, positive and negative STING regulators, and IFN-I-stimulated genes MxA, IFI44, IFI44L, IFIT1 and IFIT3 was analysed in whole blood, CD14+ monocytes, pDCs, and salivary glands by RT-PCR, monocyte RNA sequencing data, flow cytometry and immunohistochemical staining. Peripheral blood mononuclear cells (PBMCs) from pSS, SLE and healthy controls (HCs) were stimulated with STING agonist 2'3'-cGAMP. STING phosphorylation (pSTING) and intracellular IFNα were evaluated using flow cytometry. RESULTS: STING activation induced a significantly higher proportion of IFNα-producing monocytes, but not pDCs, in both IFN-low and IFN-high pSS compared with HC PBMCs. Additionally, a trend towards more pSTING+ monocytes was observed in pSS and SLE, most pronounced in IFN-high patients. Positive STING regulators TRIM38, TRIM56, USP18 and SENP7 were significantly higher expression in pSS than HC monocytes, while the dual-function STING regulator RNF26 was downregulated in pSS monocytes. STING was expressed in mononuclear infiltrates and ductal epithelium in pSS salivary glands. STING stimulation induced pSTING and IFNα in pSS and SLE pDCs. CONCLUSION: pSS monocytes and pDCs are hyperresponsive to stimulation of the STING pathway, which was not restricted to patients with IFN-I pathway activation.


Assuntos
Interferon Tipo I , Lúpus Eritematoso Sistêmico , Síndrome de Sjogren , DNA , Humanos , Interferon Tipo I/metabolismo , Interferon-alfa/metabolismo , Leucócitos Mononucleares/metabolismo , Lúpus Eritematoso Sistêmico/metabolismo , Monócitos/metabolismo , Proteínas de Neoplasias/metabolismo , Síndrome de Sjogren/genética , Proteínas com Motivo Tripartido/metabolismo , Ubiquitina Tiolesterase/metabolismo , Ubiquitina-Proteína Ligases
7.
Haematologica ; 107(1): 143-153, 2022 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-33596640

RESUMO

T-cell prolymphocytic leukemia (T-PLL) is mostly characterized by aberrant expansion of small- to medium-sized prolymphocytes with a mature post-thymic phenotype, high aggressiveness of the disease and poor prognosis. However, T-PLL is more heterogeneous with a wide range of clinical, morphological, and molecular features, which occasionally impedes the diagnosis. We hypothesized that T-PLL consists of phenotypic and/or genotypic subgroups that may explain the heterogeneity of the disease. Multi-dimensional immuno-phenotyping and gene expression profiling did not reveal clear T-PLL subgroups, and no clear T-cell receptor a or ß CDR3 skewing was observed between different T-PLL cases. We revealed that the expression of microRNA (miRNA) is aberrant and often heterogeneous in T-PLL. We identified 35 miRNA that were aberrantly expressed in T-PLL with miR-200c/141 as the most differentially expressed cluster. High miR- 200c/141 and miR-181a/181b expression was significantly correlated with increased white blood cell counts and poor survival. Furthermore, we found that overexpression of miR-200c/141 correlated with downregulation of their targets ZEB2 and TGFßR3 and aberrant TGFß1- induced phosphorylated SMAD2 (p-SMAD2) and p-SMAD3, indicating that the TGFß pathway is affected in T-PLL. Our results thus highlight the potential role for aberrantly expressed oncogenic miRNA in T-PLL and pave the way for new therapeutic targets in this disease.


Assuntos
Leucemia Prolinfocítica de Células T , MicroRNAs , Perfilação da Expressão Gênica , Humanos , Leucemia Prolinfocítica de Células T/diagnóstico , Leucemia Prolinfocítica de Células T/genética , Leucemia Prolinfocítica de Células T/terapia , Linfócitos , MicroRNAs/genética , Fator de Crescimento Transformador beta , Homeobox 2 de Ligação a E-box com Dedos de Zinco/genética
8.
BMC Bioinformatics ; 22(1): 535, 2021 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-34724897

RESUMO

BACKGROUND: The FASTA file format, used to store polymeric sequence data, has become a bioinformatics file standard used for decades. The relatively large files require additional files, beyond the scope of the original format, to identify sequences and to provide random access. Multiple compressors have been developed to archive FASTA files back and forth, but these lack direct access to targeted content or metadata of the archive. Moreover, these solutions are not directly backwards compatible to FASTA files, resulting in limited software integration. RESULTS: We designed a linux based toolkit that virtualises the content of DNA, RNA and protein FASTA archives into the filesystem by using filesystem in userspace. This guarantees in-sync virtualised metadata files and offers fast random-access decompression using bit encodings plus Zstandard (zstd). The toolkit, FASTAFS, can track all its system-wide running instances, allows file integrity verification and can provide, instantly, scriptable access to sequence files and is easy to use and deploy. The file compression ratios were comparable but not superior to other state of the art archival tools, despite the innovative random access feature implemented in FASTAFS. CONCLUSIONS: FASTAFS is a user-friendly and easy to deploy backwards compatible generic purpose solution to store and access compressed FASTA files, since it offers file system access to FASTA files as well as in-sync metadata files through file virtualisation. Using virtual filesystems as in-between layer offers format conversion without the need to rewrite code into different programming languages while preserving compatibility.


Assuntos
Compressão de Dados , Software , Biologia Computacional , Proteínas/genética
9.
Int J Cancer ; 148(4): 981-987, 2021 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-33006377

RESUMO

The risk of developing urothelial carcinoma of the bladder (UCB) in patients treated by radical nephroureterectomy (RNU) for an upper urinary tract urothelial carcinoma (UTUC) is 22% to 47% in the 2 years after surgery. Subject of debate remains whether UTUC and the subsequent UCB are clonally related or represent separate origins. To investigate the clonal relationship between both entities, we performed targeted DNA sequencing of a panel of 41 genes on matched normal and tumor tissue of 15 primary UTUC patients treated by RNU who later developed 19 UCBs. Based on the detected tumor-specific DNA aberrations, the paired UTUC and UCB(s) of 11 patients (73.3%) showed a clonal relation, whereas in four patients the molecular results did not indicate a clear clonal relationship. Our results support the hypothesis that UCBs following a primary surgically resected UTUC are predominantly clonally derived recurrences and not separate entities.


Assuntos
Carcinoma de Células de Transição/genética , Neoplasias Renais/genética , Nefroureterectomia/métodos , Neoplasias Ureterais/genética , Neoplasias da Bexiga Urinária/genética , Sistema Urinário/metabolismo , Idoso , Carcinoma de Células de Transição/patologia , Carcinoma de Células de Transição/cirurgia , Células Clonais/metabolismo , Células Clonais/patologia , Feminino , Perfilação da Expressão Gênica/métodos , Genômica/métodos , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Humanos , Neoplasias Renais/patologia , Neoplasias Renais/cirurgia , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único , Neoplasias Ureterais/patologia , Neoplasias Ureterais/cirurgia , Neoplasias da Bexiga Urinária/patologia , Neoplasias da Bexiga Urinária/cirurgia , Sistema Urinário/patologia , Sistema Urinário/cirurgia
10.
Mol Cell ; 49(3): 524-35, 2013 Feb 07.
Artigo em Inglês | MEDLINE | ID: mdl-23273978

RESUMO

Binding within or nearby target genes involved in cell proliferation and survival enables the p53 tumor suppressor gene to regulate their transcription and cell-cycle progression. Using genome-wide chromatin-binding profiles, we describe binding of p53 also to regions located distantly from any known p53 target gene. Interestingly, many of these regions possess conserved p53-binding sites and all known hallmarks of enhancer regions. We demonstrate that these p53-bound enhancer regions (p53BERs) indeed contain enhancer activity and interact intrachromosomally with multiple neighboring genes to convey long-distance p53-dependent transcription regulation. Furthermore, p53BERs produce, in a p53-dependent manner, enhancer RNAs (eRNAs) that are required for efficient transcriptional enhancement of interacting target genes and induction of a p53-dependent cell-cycle arrest. Thus, our results ascribe transcription enhancement activity to p53 with the capacity to regulate multiple genes from a single genomic binding site. Moreover, eRNA production from p53BERs is required for efficient p53 transcription enhancement.


Assuntos
Elementos Facilitadores Genéticos , RNA/metabolismo , Transcrição Gênica , Proteína Supressora de Tumor p53/metabolismo , Pontos de Checagem do Ciclo Celular/genética , Cromatina/metabolismo , Cromossomos Humanos/metabolismo , Regulação Neoplásica da Expressão Gênica , Genes , Humanos , Células MCF-7 , Modelos Genéticos , Ligação Proteica/genética , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , RNA não Traduzido/metabolismo
11.
Genome Res ; 27(6): 922-933, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-28341771

RESUMO

The spatial arrangement of chromatin is linked to the regulation of nuclear processes. One striking aspect of nuclear organization is the spatial segregation of heterochromatic and euchromatic domains. The mechanisms of this chromatin segregation are still poorly understood. In this work, we investigated the link between the primary genomic sequence and chromatin domains. We analyzed the spatial intranuclear arrangement of a human artificial chromosome (HAC) in a xenospecific mouse background in comparison to an orthologous region of native mouse chromosome. The two orthologous regions include segments that can be assigned to three major chromatin classes according to their gene abundance and repeat repertoire: (1) gene-rich and SINE-rich euchromatin; (2) gene-poor and LINE/LTR-rich heterochromatin; and (3) gene-depleted and satellite DNA-containing constitutive heterochromatin. We show, using fluorescence in situ hybridization (FISH) and 4C-seq technologies, that chromatin segments ranging from 0.6 to 3 Mb cluster with segments of the same chromatin class. As a consequence, the chromatin segments acquire corresponding positions in the nucleus irrespective of their chromosomal context, thereby strongly suggesting that this is their autonomous property. Interactions with the nuclear lamina, although largely retained in the HAC, reveal less autonomy. Taken together, our results suggest that building of a functional nucleus is largely a self-organizing process based on mutual recognition of chromosome segments belonging to the major chromatin classes.


Assuntos
Núcleo Celular/genética , Cromossomos Artificiais Humanos/metabolismo , Eucromatina/metabolismo , Fibroblastos/metabolismo , Heterocromatina/metabolismo , Retina/metabolismo , Animais , Linhagem Celular Transformada , Núcleo Celular/metabolismo , Núcleo Celular/ultraestrutura , Cromossomos Artificiais Humanos/ultraestrutura , Eucromatina/classificação , Eucromatina/ultraestrutura , Fibroblastos/ultraestrutura , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Heterocromatina/classificação , Heterocromatina/ultraestrutura , Humanos , Hibridização in Situ Fluorescente , Camundongos , Cultura Primária de Células , Retina/ultraestrutura
12.
Br J Cancer ; 120(4): 444-452, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30739914

RESUMO

BACKGROUND: Testicular germ cell cancer (TGCC), being the most frequent malignancy in young Caucasian males, is initiated from an embryonic germ cell. This study determines intratumour heterogeneity to unravel tumour progression from initiation until metastasis. METHODS: In total, 42 purified samples of four treatment-resistant nonseminomatous (NS) TGCC were investigated, including the precursor germ cell neoplasia in situ (GCNIS) and metastatic specimens, using whole-genome and targeted sequencing. Their evolution was reconstructed. RESULTS: Intratumour molecular heterogeneity did not correspond to the supposed primary tumour histological evolution. Metastases after systemic treatment could be derived from cancer stem cells not identified in the primary cancer. GCNIS mostly lacked the molecular marks of the primary NS and comprised dominant clones that failed to progress. A BRCA-like mutational signature was observed without evidence for direct involvement of BRCA1 and BRCA2 genes. CONCLUSIONS: Our data strongly support the hypothesis that NS is initiated by whole-genome duplication, followed by chromosome copy number alterations in the cancer stem cell population, and accumulation of low numbers of somatic mutations, even in therapy-resistant cases. These observations of heterogeneity at all stages of tumourigenesis should be considered when treating patients with GCNIS-only disease, or with clinically overt NS.


Assuntos
Neoplasias Embrionárias de Células Germinativas/genética , Neoplasias Testiculares/genética , Evolução Molecular , Genes BRCA1 , Genes BRCA2 , Humanos , Perda de Heterozigosidade , Masculino , Mutação , Metástase Neoplásica , Neoplasias Embrionárias de Células Germinativas/patologia , Neoplasias Testiculares/patologia , Sequenciamento Completo do Genoma
13.
Development ; 143(12): 2135-46, 2016 06 15.
Artigo em Inglês | MEDLINE | ID: mdl-27048739

RESUMO

The paralogous genes Nppa and Nppb are organized in an evolutionarily conserved cluster and provide a valuable model for studying co-regulation and regulatory landscape organization during heart development and disease. Here, we analyzed the chromatin conformation, epigenetic status and enhancer potential of sequences of the Nppa-Nppb cluster in vivo Our data indicate that the regulatory landscape of the cluster is present within a 60-kb domain centered around Nppb Both promoters and several potential regulatory elements interact with each other in a similar manner in different tissues and developmental stages. The distribution of H3K27ac and the association of Pol2 across the locus changed during cardiac hypertrophy, revealing their potential involvement in stress-mediated gene regulation. Functional analysis of double-reporter transgenic mice revealed that Nppa and Nppb share developmental, but not stress-response, enhancers, responsible for their co-regulation. Moreover, the Nppb promoter was required, but not sufficient, for hypertrophy-induced Nppa expression. In summary, the developmental regulation and stress response of the Nppa-Nppb cluster involve the concerted action of multiple enhancers and epigenetic changes distributed across a structurally rigid regulatory domain.


Assuntos
Coração/embriologia , Família Multigênica , Peptídeo Natriurético Tipo C/metabolismo , Precursores de Proteínas/metabolismo , Receptores do Fator Natriurético Atrial/metabolismo , Estresse Fisiológico/genética , Acetilação , Animais , Fator Natriurético Atrial , Elementos Facilitadores Genéticos , Epigênese Genética , Regulação da Expressão Gênica no Desenvolvimento , Loci Gênicos , Histonas/metabolismo , Lisina/metabolismo , Camundongos , Modelos Biológicos , Peptídeo Natriurético Tipo C/genética , Regiões Promotoras Genéticas , Precursores de Proteínas/genética , RNA Polimerase II/metabolismo , Receptores do Fator Natriurético Atrial/genética
14.
Genes Dev ; 25(13): 1371-83, 2011 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-21690198

RESUMO

Three-dimensional topology of DNA in the cell nucleus provides a level of transcription regulation beyond the sequence of the linear DNA. To study the relationship between the transcriptional activity and the spatial environment of a gene, we used allele-specific chromosome conformation capture-on-chip (4C) technology to produce high-resolution topology maps of the active and inactive X chromosomes in female cells. We found that loci on the active X form multiple long-range interactions, with spatial segregation of active and inactive chromatin. On the inactive X, silenced loci lack preferred interactions, suggesting a unique random organization inside the inactive territory. However, escapees, among which is Xist, are engaged in long-range contacts with each other, enabling identification of novel escapees. Deletion of Xist results in partial refolding of the inactive X into a conformation resembling the active X without affecting gene silencing or DNA methylation. Our data point to a role for Xist RNA in shaping the conformation of the inactive X chromosome at least partially independent of transcription.


Assuntos
Estruturas Cromossômicas , RNA não Traduzido/genética , Cromossomo X/química , Animais , Feminino , Genes Ligados ao Cromossomo X/genética , Camundongos , RNA Longo não Codificante , RNA não Traduzido/metabolismo
15.
BMC Bioinformatics ; 19(1): 236, 2018 06 22.
Artigo em Inglês | MEDLINE | ID: mdl-29929481

RESUMO

BACKGROUND: Current normalization methods for RNA-sequencing data allow either for intersample comparison to identify differentially expressed (DE) genes or for intrasample comparison for the discovery and validation of gene signatures. Most studies on optimization of normalization methods typically use simulated data to validate methodologies. We describe a new method, GeTMM, which allows for both inter- and intrasample analyses with the same normalized data set. We used actual (i.e. not simulated) RNA-seq data from 263 colon cancers (no biological replicates) and used the same read count data to compare GeTMM with the most commonly used normalization methods (i.e. TMM (used by edgeR), RLE (used by DESeq2) and TPM) with respect to distributions, effect of RNA quality, subtype-classification, recurrence score, recall of DE genes and correlation to RT-qPCR data. RESULTS: We observed a clear benefit for GeTMM and TPM with regard to intrasample comparison while GeTMM performed similar to TMM and RLE normalized data in intersample comparisons. Regarding DE genes, recall was found comparable among the normalization methods, while GeTMM showed the lowest number of false-positive DE genes. Remarkably, we observed limited detrimental effects in samples with low RNA quality. CONCLUSIONS: We show that GeTMM outperforms established methods with regard to intrasample comparison while performing equivalent with regard to intersample normalization using the same normalized data. These combined properties enhance the general usefulness of RNA-seq but also the comparability to the many array-based gene expression data in the public domain.


Assuntos
Perfilação da Expressão Gênica/métodos , RNA/genética , Análise de Sequência de RNA/métodos , Humanos
16.
Blood ; 127(24): 2991-3003, 2016 06 16.
Artigo em Inglês | MEDLINE | ID: mdl-26966090

RESUMO

Neutrophilic differentiation is dependent on CCAAT enhancer-binding protein α (C/EBPα), a transcription factor expressed in multiple organs including the bone marrow. Using functional genomic technologies in combination with clustered regularly-interspaced short palindromic repeat (CRISPR)/CRISPR-associated protein 9 genome editing and in vivo mouse modeling, we show that CEBPA is located in a 170-kb topological-associated domain that contains 14 potential enhancers. Of these, 1 enhancer located +42 kb from CEBPA is active and engages with the CEBPA promoter in myeloid cells only. Germ line deletion of the homologous enhancer in mice in vivo reduces Cebpa levels exclusively in hematopoietic stem cells (HSCs) and myeloid-primed progenitor cells leading to severe defects in the granulocytic lineage, without affecting any other Cebpa-expressing organ studied. The enhancer-deleted progenitor cells lose their myeloid transcription program and are blocked in differentiation. Deletion of the enhancer also causes loss of HSC maintenance. We conclude that a single +42-kb enhancer is essential for CEBPA expression in myeloid cells only.


Assuntos
Proteína alfa Estimuladora de Ligação a CCAAT/metabolismo , Diferenciação Celular/genética , Linhagem da Célula/genética , Elementos Facilitadores Genéticos , Células Mieloides/fisiologia , Mielopoese/genética , Neutrófilos/fisiologia , Animais , Proteína alfa Estimuladora de Ligação a CCAAT/genética , Linhagem Celular Tumoral , Regulação da Expressão Gênica no Desenvolvimento , Células HEK293 , Células HL-60 , Células HeLa , Células Hep G2 , Humanos , Células Jurkat , Células K562 , Camundongos , Camundongos Knockout , Células U937
17.
Development ; 141(12): 2391-401, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-24850855

RESUMO

Mammalian development is regulated by the interplay of tissue-specific and ubiquitously expressed transcription factors, such as Sp1. Sp1 knockout mice die in utero with multiple phenotypic aberrations, but the underlying molecular mechanism of this differentiation failure has been elusive. Here, we have used conditional knockout mice as well as the differentiation of mouse ES cells as a model with which to address this issue. To this end, we examined differentiation potential, global gene expression patterns and Sp1 target regions in Sp1 wild-type and Sp1-deficient cells representing different stages of hematopoiesis. Sp1(-/-) cells progress through most embryonic stages of blood cell development but cannot complete terminal differentiation. This failure to fully differentiate is not seen when Sp1 is knocked out at later developmental stages. For most Sp1 target and non-target genes, gene expression is unaffected by Sp1 inactivation. However, Cdx genes and multiple Hox genes are stage-specific targets of Sp1 and are downregulated at an early stage. As a consequence, expression of genes involved in hematopoietic specification is progressively deregulated. Our work demonstrates that the early absence of active Sp1 sets a cascade in motion that culminates in a failure of terminal hematopoietic differentiation and emphasizes the role of ubiquitously expressed transcription factors for tissue-specific gene regulation. In addition, our global side-by-side analysis of the response of the transcriptional network to perturbation sheds a new light on the regulatory hierarchy of hematopoietic specification.


Assuntos
Hematopoese , Células-Tronco Hematopoéticas/citologia , Fator de Transcrição Sp1/fisiologia , Animais , Células da Medula Óssea/citologia , Diferenciação Celular , Linhagem da Célula , Células-Tronco Embrionárias/citologia , Perfilação da Expressão Gênica , Regulação da Expressão Gênica no Desenvolvimento , Redes Reguladoras de Genes , Macrófagos/citologia , Camundongos , Camundongos Knockout , Análise de Sequência com Séries de Oligonucleotídeos , Fenótipo , Ligação Proteica , Células-Tronco/citologia
18.
Blood ; 125(12): 1957-67, 2015 Mar 19.
Artigo em Inglês | MEDLINE | ID: mdl-25538045

RESUMO

Sp1 and Sp3 belong to the specificity proteins (Sp)/Krüppel-like transcription factor family. They are closely related, ubiquitously expressed, and recognize G-rich DNA motifs. They are thought to regulate generic processes such as cell-cycle and growth control, metabolic pathways, and apoptosis. Ablation of Sp1 or Sp3 in mice is lethal, and combined haploinsufficiency results in hematopoietic defects during the fetal stages. Here, we show that in adult mice, conditional pan-hematopoietic (Mx1-Cre) ablation of either Sp1 or Sp3 has minimal impact on hematopoiesis, whereas the simultaneous loss of Sp1 and Sp3 results in severe macrothrombocytopenia. This occurs in a cell-autonomous manner as shown by megakaryocyte-specific (Pf4-Cre) double-knockout mice. We employed flow cytometry, cell culture, and electron microscopy and show that although megakaryocyte numbers are normal in bone marrow and spleen, they display a less compact demarcation membrane system and a striking inability to form proplatelets. Through megakaryocyte transcriptomics and platelet proteomics, we identified several cytoskeleton-related proteins and downstream effector kinases, including Mylk, that were downregulated upon Sp1/Sp3 depletion, providing an explanation for the observed defects in megakaryopoiesis. Supporting this notion, selective Mylk inhibition by ML7 affected proplatelet formation and stabilization and resulted in defective ITAM receptor-mediated platelet aggregation.


Assuntos
Plaquetas/citologia , Megacariócitos/citologia , Fator de Transcrição Sp1/genética , Fator de Transcrição Sp3/genética , Animais , Azepinas/química , Plaquetas/metabolismo , Medula Óssea/metabolismo , Citometria de Fluxo , Lectinas Tipo C/metabolismo , Camundongos , Camundongos Knockout , Naftalenos/química , Agregação Plaquetária , Glicoproteínas da Membrana de Plaquetas/metabolismo , Proteoma , Transdução de Sinais , Fator de Transcrição Sp1/metabolismo , Fator de Transcrição Sp3/metabolismo , Baço/metabolismo , Trombocitopenia/metabolismo , Fatores de Transcrição/metabolismo
19.
Proc Natl Acad Sci U S A ; 111(3): 996-1001, 2014 Jan 21.
Artigo em Inglês | MEDLINE | ID: mdl-24335803

RESUMO

Recent studies of genome-wide chromatin interactions have revealed that the human genome is partitioned into many self-associating topological domains. The boundary sequences between domains are enriched for binding sites of CTCC-binding factor (CTCF) and the cohesin complex, implicating these two factors in the establishment or maintenance of topological domains. To determine the role of cohesin and CTCF in higher-order chromatin architecture in human cells, we depleted the cohesin complex or CTCF and examined the consequences of loss of these factors on higher-order chromatin organization, as well as the transcriptome. We observed a general loss of local chromatin interactions upon disruption of cohesin, but the topological domains remain intact. However, we found that depletion of CTCF not only reduced intradomain interactions but also increased interdomain interactions. Furthermore, distinct groups of genes become misregulated upon depletion of cohesin and CTCF. Taken together, these observations suggest that CTCF and cohesin contribute differentially to chromatin organization and gene regulation.


Assuntos
Proteínas de Ciclo Celular/metabolismo , Cromatina/química , Proteínas Cromossômicas não Histona/metabolismo , Regulação da Expressão Gênica , Proteínas Repressoras/metabolismo , Sítios de Ligação , Fator de Ligação a CCCTC , Linhagem Celular , Núcleo Celular/metabolismo , Cromatina/metabolismo , Proteínas de Ligação a DNA , Perfilação da Expressão Gênica , Células HEK293 , Proteínas de Homeodomínio/metabolismo , Humanos , Mitose , Família Multigênica , Proteínas Nucleares/metabolismo , Fosfoproteínas/metabolismo , Ligação Proteica , Estrutura Terciária de Proteína , Transcriptoma , Coesinas
20.
Circ Res ; 115(4): 432-41, 2014 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-24963028

RESUMO

RATIONALE: The evolutionary conserved Tbx3/Tbx5 gene cluster encodes T-box transcription factors that play crucial roles in the development and homeostasis of the cardiac conduction system in human and mouse. Both genes are expressed in overlapping patterns and function in strictly tissue-specific and dose-dependent manners, yet, their regulation is poorly understood. OBJECTIVE: To analyze the mechanism underlying the complex regulation of the Tbx3/Tbx5 cluster. METHODS AND RESULTS: By probing the 3-dimensional architecture of the Tbx3/Tbx5 cluster using high-resolution circular chromosome conformation capture sequencing in vivo, we found that its regulatory landscape is in a preformed conformation similar in embryonic heart, limbs, and brain. Tbx3 and its flanking gene desert form a 1 Mbp loop between CCCTC-binding factor (CTCF)-binding sites that is separated from the neighboring Tbx5 loop. However, Ctcf inactivation did not result in transcriptional regulatory interaction between Tbx3 and Tbx5. Multiple sites within the Tbx3 locus contact the promoter, including sites corresponding to regions known to contain variations in the human genome influencing conduction. We identified an atrioventricular-specific enhancer and a pan-cardiac enhancer that contact the promoter and each other and synergize to activate transcription in the atrioventricular conduction system. CONCLUSIONS: We provide a high-resolution model of the 3-dimensional structure and function of the Tbx3/Tbx5 locus and show that the locus is organized in a preformed, permissive structure. The Tbx3 locus forms a CTCF-independent autonomous regulatory domain with multiple combinatorial regulatory elements that control the precise pattern of Tbx3 in the cardiac conduction system.


Assuntos
Regulação da Expressão Gênica no Desenvolvimento , Sistema de Condução Cardíaco/metabolismo , Proteínas com Domínio T/genética , Proteínas com Domínio T/metabolismo , Região 3'-Flanqueadora , Animais , Sítios de Ligação , Proteínas Morfogenéticas Ósseas/genética , Proteínas Morfogenéticas Ósseas/metabolismo , Fator de Ligação a CCCTC , Cromossomos Artificiais Bacterianos , DNA Circular/genética , Genes Reporter , Proteínas de Fluorescência Verde/genética , Proteínas de Fluorescência Verde/metabolismo , Sistema de Condução Cardíaco/embriologia , Camundongos Endogâmicos C57BL , Camundongos Knockout , Camundongos Transgênicos , Morfogênese , Família Multigênica , Proteínas Repressoras/deficiência , Proteínas Repressoras/genética , Transdução de Sinais , Transcrição Gênica , Ativação Transcricional
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