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1.
Front Immunol ; 15: 1280876, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38384455

RESUMEN

Introduction: Data on genomic susceptibility for adverse outcomes after hematopoietic stem cell transplantation (HSCT) for recipients are scarce. Methods: We performed a genome wide association study (GWAS) to identify genes associated with survival/mortality, relapse, and severe graft-versus-host disease (sGvHD), fitting proportional hazard and subdistributional models to data of n=1,392 recipients of European ancestry from three centres. Results: The single nucleotide polymorphism (SNP) rs17154454, intronic to the neuronal growth guidant semaphorin 3C gene (SEMA3C), was genome-wide significantly associated with event-free survival (p=7.0x10-8) and sGvHD (p=7.5x10-8). Further associations were detected for SNPs in the Paxillin gene (PXN) with death without prior relapse or sGvHD, as well as for SNPs of the Plasmacytoma Variant Translocation 1 gene (PVT1, a long non-coding RNA gene), the Melanocortin 5 Receptor (MC5R) gene and the WW Domain Containing Oxidoreductase gene (WWOX), all associated with the occurrence of sGvHD. Functional considerations support the observed associations. Discussion: Thus, new genes were identified, potentially influencing the outcome of HSCT.


Asunto(s)
Enfermedad Injerto contra Huésped , Trasplante de Células Madre Hematopoyéticas , Humanos , Estudio de Asociación del Genoma Completo , Trasplante de Células Madre Hematopoyéticas/efectos adversos , Enfermedad Injerto contra Huésped/genética , Genómica , Recurrencia
2.
Bioinformatics ; 39(8)2023 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-37584673

RESUMEN

MOTIVATION: Mixed molecular data combines continuous and categorical features of the same samples, such as OMICS profiles with genotypes, diagnoses, or patient sex. Like all high-dimensional molecular data, it is prone to incorrect values that can stem from various sources for example the technical limitations of the measurement devices, errors in the sample preparation, or contamination. Most anomaly detection algorithms identify complete samples as outliers or anomalies. However, in most cases, not all measurements of those samples are erroneous but only a few one-dimensional features within the samples are incorrect. These one-dimensional data errors are continuous measurements that are either located outside or inside the normal ranges of their features but in both cases show atypical values given all other continuous and categorical features in the sample. Additionally, categorical anomalies can occur for example when the genotype or diagnosis was submitted wrongly. RESULTS: We introduce ADMIRE (Anomaly Detection using MIxed gRaphical modEls), a novel approach for the detection and correction of anomalies in mixed high-dimensional data. Hereby, we focus on the detection of single (one-dimensional) data errors in the categorical and continuous features of a sample. For that the joint distribution of continuous and categorical features is learned by mixed graphical models, anomalies are detected by the difference between measured and model-based estimations and are corrected using imputation. We evaluated ADMIRE in simulation and by screening for anomalies in one of our own metabolic datasets. In simulation experiments, ADMIRE outperformed the state-of-the-art methods of Local Outlier Factor, stray, and Isolation Forest. AVAILABILITY AND IMPLEMENTATION: All data and code is available at https://github.com/spang-lab/adadmire. ADMIRE is implemented in a Python package called adadmire which can be found at https://pypi.org/project/adadmire.


Asunto(s)
Algoritmos , Programas Informáticos , Humanos , Simulación por Computador , Genotipo
3.
Chem Sci ; 14(28): 7642-7647, 2023 Jul 19.
Artículo en Inglés | MEDLINE | ID: mdl-37476713

RESUMEN

Signal-enhanced or hyperpolarized nuclear magnetic resonance (NMR) spectroscopy stands out as a unique tool to monitor real-time enzymatic reactions in living cells. The singlet state of para-hydrogen is thereby one source of spin order that can be converted into largely enhanced signals of e.g. metabolites. Here, we have investigated a parahydrogen-induced polarization (PHIP) approach as a biological assay for in vitro cellular metabolic characterization. Here, we demonstrate the possibility to perform consecutive measurements yielding metabolic information on the same sample. We observed a strongly reduced pyruvate-to-lactate conversion rate (flux) of a Hodgkin's lymphoma cancer cell line L1236 treated with FK866, an inhibitor of nicotinamide phosphoribosyltransferase (NAMPT) affecting the amount of NAD+ and thus NADH in cells. In the consecutive measurement the flux was recovered by NADH to the same amount as in the single-measurement-per-sample and provides a promising new analytical tool for continuous real-time studies combinable with bioreactors and lab-on-a-chip devices in the future.

4.
Leukemia ; 35(7): 2002-2016, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-33953289

RESUMEN

B cells have the unique property to somatically alter their immunoglobulin (IG) genes by V(D)J recombination, somatic hypermutation (SHM) and class-switch recombination (CSR). Aberrant targeting of these mechanisms is implicated in lymphomagenesis, but the mutational processes are poorly understood. By performing whole genome and transcriptome sequencing of 181 germinal center derived B-cell lymphomas (gcBCL) we identified distinct mutational signatures linked to SHM and CSR. We show that not only SHM, but presumably also CSR causes off-target mutations in non-IG genes. Kataegis clusters with high mutational density mainly affected early replicating regions and were enriched for SHM- and CSR-mediated off-target mutations. Moreover, they often co-occurred in loci physically interacting in the nucleus, suggesting that mutation hotspots promote increased mutation targeting of spatially co-localized loci (termed hypermutation by proxy). Only around 1% of somatic small variants were in protein coding sequences, but in about half of the driver genes, a contribution of B-cell specific mutational processes to their mutations was found. The B-cell-specific mutational processes contribute to both lymphoma initiation and intratumoral heterogeneity. Overall, we demonstrate that mutational processes involved in the development of gcBCL are more complex than previously appreciated, and that B cell-specific mutational processes contribute via diverse mechanisms to lymphomagenesis.


Asunto(s)
Genoma/genética , Centro Germinal/metabolismo , Linfoma de Células B/genética , Mutación/genética , Adulto , Linfocitos B/metabolismo , Línea Celular , Línea Celular Tumoral , Genes de Inmunoglobulinas/genética , Células HeLa , Células Hep G2 , Células Endoteliales de la Vena Umbilical Humana , Humanos , Cambio de Clase de Inmunoglobulina/genética , Células K562 , Células MCF-7 , Hipermutación Somática de Inmunoglobulina/genética , Recombinación V(D)J/genética
5.
Mol Cancer Res ; 18(6): 859-872, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-32161139

RESUMEN

Tightly regulated activity of the transcription factor MYC is essential for orderly cell proliferation. Upon deregulation, MYC elicits and promotes cancer progression. Proteasomal degradation is an essential element of MYC regulation, initiated by phosphorylation at Serine62 (Ser62) of the MB1 region. Here, we found that Ser62 phosphorylation peaks in mitosis, but that a fraction of nonphosphorylated MYC binds to the microtubules of the mitotic spindle. Consequently, the microtubule-destabilizing drug vincristine decreases wild-type MYC stability, whereas phosphorylation-deficient MYC is more stable, contributing to vincristine resistance and induction of polyploidy. PI3K inhibition attenuates postmitotic MYC formation and augments the cytotoxic effect of vincristine. IMPLICATIONS: The spindle's function as a docking site for MYC during mitosis may constitute a window of specific vulnerability to be exploited for cancer treatment.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Regulación Neoplásica de la Expresión Génica , Microtúbulos/metabolismo , Mitosis , Neoplasias/patología , Proteínas Proto-Oncogénicas c-myc/metabolismo , Vincristina/farmacología , Antineoplásicos Fitogénicos/farmacología , Apoptosis , Biomarcadores de Tumor/genética , Ciclo Celular , Proliferación Celular , Humanos , Neoplasias/tratamiento farmacológico , Neoplasias/genética , Neoplasias/metabolismo , Fosforilación , Unión Proteica , Proteínas Proto-Oncogénicas c-myc/genética , Células Tumorales Cultivadas
6.
Int J Cancer ; 146(11): 3170-3183, 2020 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-31626715

RESUMEN

More than half of all brain metastases show infiltrating rather than displacing growth at the macro-metastasis/organ parenchyma interface (MMPI), a finding associated with shorter survival. The lymphoid enhancer-binding factor-1 (LEF1) is an epithelial-mesenchymal transition (EMT) transcription factor that is commonly overexpressed in brain-colonizing cancer cells. Here, we overexpressed LEF1 in an in vivo breast cancer brain colonization model. It shortened survival, albeit without engaging EMT at the MMPI. By differential proteome analysis, we identified a novel function of LEF1 as a regulator of the glutathione (GSH) system, the principal cellular redox buffer. LEF1 overexpression also conferred resistance against therapeutic GSH depletion during brain colonization and improved management of intracellular ROS. We conclude that besides EMT, LEF1 facilitates metastasis by improving the antioxidative capacity of epithelial breast cancer cells, in particular during colonization of the brain parenchyma.


Asunto(s)
Neoplasias Encefálicas/patología , Neoplasias Encefálicas/secundario , Neoplasias de la Mama/patología , Glutatión/metabolismo , Factor de Unión 1 al Potenciador Linfoide/metabolismo , Especies Reactivas de Oxígeno/metabolismo , Encéfalo/patología , Línea Celular Tumoral , Movimiento Celular/fisiología , Transición Epitelial-Mesenquimal/fisiología , Femenino , Regulación Neoplásica de la Expresión Génica/genética , Humanos , Tejido Parenquimatoso/patología
7.
Mol Oncol ; 14(3): 571-589, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-31825135

RESUMEN

Macrophages (Mφ) are abundantly present in the tumor microenvironment and may predict outcome in solid tumors and defined lymphoma subtypes. Mφ heterogeneity, the mechanisms of their recruitment, and their differentiation into lymphoma-promoting, alternatively activated M2-like phenotypes are still not fully understood. Therefore, further functional studies are required to understand biological mechanisms associated with human tumor-associated Mφ (TAM). Here, we show that the global mRNA expression and protein abundance of human Mφ differentiated in Hodgkin lymphoma (HL)-conditioned medium (CM) differ from those of Mφ educated by conditioned media from diffuse large B-cell lymphoma (DLBCL) cells or, classically, by macrophage colony-stimulating factor (M-CSF). Conditioned media from HL cells support TAM differentiation through upregulation of surface antigens such as CD40, CD163, CD206, and PD-L1. In particular, RNA and cell surface protein expression of mannose receptor 1 (MRC1)/CD206 significantly exceed the levels induced by classical M-CSF stimulation in M2-like Mφ; this is regulated by interleukin 13 to a large extent. Functionally, high CD206 enhances mannose-dependent endocytosis and uptake of type I collagen. Together with high matrix metalloprotease9 secretion, HL-TAMs appear to be active modulators of the tumor matrix. Preclinical in ovo models show that co-cultures of HL cells with monocytes or Mφ support dissemination of lymphoma cells via lymphatic vessels, while tumor size and vessel destruction are decreased in comparison with lymphoma-only tumors. Immunohistology of human HL tissues reveals a fraction of cases feature large numbers of CD206-positive cells, with high MRC1 expression being characteristic of HL-stage IV. In summary, the lymphoma-TAM interaction contributes to matrix-remodeling and lymphoma cell dissemination.


Asunto(s)
Medios de Cultivo Condicionados/farmacología , Enfermedad de Hodgkin/metabolismo , Linfoma de Células B/metabolismo , Macrófagos/metabolismo , Glicoproteínas de Membrana/metabolismo , Receptores Inmunológicos/metabolismo , Microambiente Tumoral , Animales , Antígenos CD/metabolismo , Antígenos de Diferenciación Mielomonocítica/metabolismo , Antígeno B7-H1/metabolismo , Antígenos CD40/metabolismo , Diferenciación Celular/efectos de los fármacos , Línea Celular Tumoral , Embrión de Pollo , Membrana Corioalantoides/metabolismo , Membrana Corioalantoides/patología , Colágeno Tipo I/metabolismo , Medios de Cultivo Condicionados/metabolismo , Técnica del Anticuerpo Fluorescente , Enfermedad de Hodgkin/inmunología , Enfermedad de Hodgkin/patología , Humanos , Interleucina-13/metabolismo , Linfoma de Células B/inmunología , Linfoma de Células B/patología , Macrófagos/efectos de los fármacos , Glicoproteínas de Membrana/inmunología , Monocitos/metabolismo , Metástasis de la Neoplasia/inmunología , Proteoma/genética , Proteoma/metabolismo , RNA-Seq , Receptores de Superficie Celular/metabolismo , Receptores Inmunológicos/inmunología , Regulación hacia Arriba , Ensayos Antitumor por Modelo de Xenoinjerto
8.
PLoS One ; 14(10): e0224062, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31647832

RESUMEN

[This corrects the article DOI: 10.1371/journal.pone.0197162.].

9.
Eur J Hum Genet ; 27(11): 1716-1723, 2019 11.
Artículo en Inglés | MEDLINE | ID: mdl-31227809

RESUMEN

Genome-wide association studies have led in the past to the discovery of susceptibility genes for many diseases including cancer and inflammatory conditions. However, a number of these studies did not realise their full potential. A first critical step in developing such large-scale studies is the choice of genotyping array with respect to the study goal. Coverage is the central criterion for array evaluation. We distinguish between estimates of global coverage across the genome, coverage for each chromosome, coverage for selected pathways and the coverage for genes of interest. Here, we focus on inflammatory and immunological pathways and genes relevant for haematopoietic stem cell transplantation. We compared three arrays: the Infinium Global Screening Array-24 v1.0, the Infinium OncoArray-500 K BeadChip and the Infinium PsychArray-24 v1.2 BeadChip. We employed the European population from the 1000 Genomes Project as reference genome. Global coverage was found to range between 12.2 and 14.2% whereas coverage for a selected pathway ranged from 6.2 to 13.2% and gene coverage ranged from 0 to 54.1%. The Global Screening Array outperformed both other arrays in terms of global coverage, for most chromosomes, most considered pathways and most genes. When selecting suitable arrays for a new study, the coverage of pathways or genes of interest should be considered in addition to global coverage. Local coverage should be regarded when discussing association findings inconsistent across studies and can be useful in data analysis and decision making for additional genotyping.


Asunto(s)
Predisposición Genética a la Enfermedad/genética , Estudio de Asociación del Genoma Completo/métodos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Cromosomas , Genoma Humano , Humanos , Polimorfismo de Nucleótido Simple , Análisis de Secuencia de ADN/métodos
10.
J Pathol ; 248(2): 142-154, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-30666658

RESUMEN

The Epstein-Barr virus (EBV) is found almost exclusively in the activated B-cell (ABC) subtype of diffuse large B-cell lymphoma (DLBCL), yet its contribution to this tumour remains poorly understood. We have focused on the EBV-encoded latent membrane protein-1 (LMP1), a constitutively activated CD40 homologue expressed in almost all EBV-positive DLBCLs and which can disrupt germinal centre (GC) formation and drive lymphomagenesis in mice. Comparison of the transcriptional changes that follow LMP1 expression with those that follow transient CD40 signalling in human GC B cells enabled us to define pathogenic targets of LMP1 aberrantly expressed in ABC-DLBCL. These included the down-regulation of S1PR2, a sphingosine-1-phosphate (S1P) receptor that is transcriptionally down-regulated in ABC-DLBCL, and when genetically ablated leads to DLBCL in mice. Consistent with this, we found that LMP1-expressing primary ABC-DLBCLs were significantly more likely to lack S1PR2 expression than were LMP1-negative tumours. Furthermore, we showed that the down-regulation of S1PR2 by LMP1 drives a signalling loop leading to constitutive activation of the phosphatidylinositol-3-kinase (PI3-K) pathway. Finally, core LMP1-PI3-K targets were enriched for lymphoma-related transcription factors and genes associated with shorter overall survival in patients with ABC-DLBCL. Our data identify a novel function for LMP1 in aggressive DLBCL. Copyright © 2019 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.


Asunto(s)
Infecciones por Virus de Epstein-Barr/virología , Herpesvirus Humano 4/metabolismo , Linfoma de Células B Grandes Difuso/metabolismo , Receptores de Esfingosina-1-Fosfato/metabolismo , Proteínas de la Matriz Viral/metabolismo , Antígenos CD40/genética , Antígenos CD40/metabolismo , Línea Celular Tumoral , Transformación Celular Viral , Bases de Datos Genéticas , Infecciones por Virus de Epstein-Barr/mortalidad , Regulación Neoplásica de la Expresión Génica , Herpesvirus Humano 4/genética , Interacciones Huésped-Patógeno , Humanos , Linfoma de Células B Grandes Difuso/genética , Linfoma de Células B Grandes Difuso/mortalidad , Linfoma de Células B Grandes Difuso/virología , Fosfatidilinositol 3-Quinasa/metabolismo , Pronóstico , Proteínas Proto-Oncogénicas c-akt/metabolismo , Transducción de Señal , Receptores de Esfingosina-1-Fosfato/genética , Proteínas de la Matriz Viral/genética
11.
PLoS One ; 13(5): e0197162, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29768462

RESUMEN

BACKGROUND: Pipeline comparisons for gene expression data are highly valuable for applied real data analyses, as they enable the selection of suitable analysis strategies for the dataset at hand. Such pipelines for RNA-Seq data should include mapping of reads, counting and differential gene expression analysis or preprocessing, normalization and differential gene expression in case of microarray analysis, in order to give a global insight into pipeline performances. METHODS: Four commonly used RNA-Seq pipelines (STAR/HTSeq-Count/edgeR, STAR/RSEM/edgeR, Sailfish/edgeR, TopHat2/Cufflinks/CuffDiff)) were investigated on multiple levels (alignment and counting) and cross-compared with the microarray counterpart on the level of gene expression and gene ontology enrichment. For these comparisons we generated two matched microarray and RNA-Seq datasets: Burkitt Lymphoma cell line data and rectal cancer patient data. RESULTS: The overall mapping rate of STAR was 98.98% for the cell line dataset and 98.49% for the patient dataset. Tophat's overall mapping rate was 97.02% and 96.73%, respectively, while Sailfish had only an overall mapping rate of 84.81% and 54.44%. The correlation of gene expression in microarray and RNA-Seq data was moderately worse for the patient dataset (ρ = 0.67-0.69) than for the cell line dataset (ρ = 0.87-0.88). An exception were the correlation results of Cufflinks, which were substantially lower (ρ = 0.21-0.29 and 0.34-0.53). For both datasets we identified very low numbers of differentially expressed genes using the microarray platform. For RNA-Seq we checked the agreement of differentially expressed genes identified in the different pipelines and of GO-term enrichment results. CONCLUSION: In conclusion the combination of STAR aligner with HTSeq-Count followed by STAR aligner with RSEM and Sailfish generated differentially expressed genes best suited for the dataset at hand and in agreement with most of the other transcriptomics pipelines.


Asunto(s)
Linfoma de Burkitt , Regulación Neoplásica de la Expresión Génica , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , ARN Neoplásico , Neoplasias del Recto , Linfoma de Burkitt/genética , Linfoma de Burkitt/metabolismo , Linfoma de Burkitt/patología , Línea Celular Tumoral , Humanos , ARN Neoplásico/biosíntesis , ARN Neoplásico/genética , Neoplasias del Recto/genética , Neoplasias del Recto/metabolismo , Neoplasias del Recto/patología
12.
Nat Commun ; 9(1): 1514, 2018 04 17.
Artículo en Inglés | MEDLINE | ID: mdl-29666362

RESUMEN

Knowledge of stromal factors that have a role in the transcriptional regulation of metabolic pathways aside from c-Myc is fundamental to improvements in lymphoma therapy. Using a MYC-inducible human B-cell line, we observed the cooperative activation of STAT3 and NF-κB by IL10 and CpG stimulation. We show that IL10 + CpG-mediated cell proliferation of MYClow cells depends on glutaminolysis. By 13C- and 15N-tracing of glutamine metabolism and metabolite rescue experiments, we demonstrate that GOT2 provides aspartate and nucleotides to cells with activated or aberrant Jak/STAT and NF-κB signaling. A model of GOT2 transcriptional regulation is proposed, in which the cooperative phosphorylation of STAT3 and direct joint binding of STAT3 and p65/NF-κB to the proximal GOT2 promoter are important. Furthermore, high aberrant GOT2 expression is prognostic in diffuse large B-cell lymphoma underscoring the current findings and importance of stromal factors in lymphoma biology.


Asunto(s)
Aspartato Aminotransferasa Mitocondrial/genética , Regulación Neoplásica de la Expresión Génica , Linfoma de Células B Grandes Difuso/genética , Factor de Transcripción STAT3/metabolismo , Factor de Transcripción ReIA/metabolismo , Aspartato Aminotransferasa Mitocondrial/metabolismo , Linfocitos B/metabolismo , Línea Celular Tumoral , Proliferación Celular/genética , Transformación Celular Neoplásica/genética , Reprogramación Celular/genética , Estudios de Cohortes , Femenino , Humanos , Linfoma de Células B Grandes Difuso/mortalidad , Linfoma de Células B Grandes Difuso/patología , Masculino , Fosforilación , Pronóstico , Regiones Promotoras Genéticas/genética , Proteínas Proto-Oncogénicas c-myc/genética , Proteínas Proto-Oncogénicas c-myc/metabolismo , Transducción de Señal/genética , Análisis de Supervivencia
13.
J Proteome Res ; 16(3): 1105-1120, 2017 03 03.
Artículo en Inglés | MEDLINE | ID: mdl-28161958

RESUMEN

Burkitt's lymphoma (BL) and diffuse large B-cell lymphoma (DLBCL) are pathologically and clinically distinct subtypes of aggressive non-Hodgkin B-cell lymphoma. To learn more about their biology, we employed metabolomic and proteomic methods to study both established cell lines as well as cryopreserved and formalin-fixed paraffin-embedded (FFPE) tissue sections of BL and DLBCL. Strikingly, NMR analyses revealed DLBCL cell lines to produce and secrete significantly (padj = 1.72 × 10-22) more pyruvic acid than BL cell lines. This finding could be reproduced by targeted GC/MS analyses of cryopreserved tissue sections of BL and DLBCL cases. Enrichment analysis of an overlapping set of N = 2315 proteins, that had been quantified by nanoLC-SWATH-MS in BL and DLBCL cultured cells and cryosections, supported the observed difference in pyruvic acid content, as glycolysis and pyruvate metabolism were downregulated, while one-carbon metabolism was upregulated in BL compared to DLBCL. Furthermore, 92.1% of the overlapping significant proteins showed the same direction of regulation in cryopreserved and FFPE material. Proteome data are available via ProteomeXchange with identifier PXD004936.


Asunto(s)
Linfoma de Burkitt/metabolismo , Linfoma de Células B Grandes Difuso/metabolismo , Metabolómica/métodos , Proteómica/métodos , Ácido Pirúvico/metabolismo , Línea Celular Tumoral , Cromatografía de Gases y Espectrometría de Masas , Humanos , Espectroscopía de Resonancia Magnética , Ácido Pirúvico/sangre , Células Tumorales Cultivadas
14.
Biotechniques ; 62(2): 53-61, 2017 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-28193148

RESUMEN

Gene expression measurements are typically performed on a fixed-weight aliquot of RNA, which assumes that the total number of transcripts per cell stays nearly constant across all conditions. In cases where this assumption does not hold (e.g., when comparing cell types with different cell sizes) the expression data provide a distorted view of cellular events. Assuming constant numbers of total transcripts, increases in expression of some RNAs must be compensated for by decreases in expression of others. Therefore, we propose calibrating gene expression data to an external reference point, the number of cells in the sample, using whole-cell spike-ins. In a systematic dilution experiment, we mixed varying numbers of human cells with fixed numbers of Drosophila melanogaster cells and scaled the expression levels of the human genes relative to those of the Drosophila genes. This approach restored the original gene expression ratios generated by the dilutions. We then used Drosophila whole-cell spike-ins to uncover non-symmetric gene expression changes, in this case much larger numbers of induced than repressed genes, under perturbations of the human cell line P493-6. Drosophila whole-cell spike-ins are an experimentally and computationally easy and low-priced method to derive mRNA fold changes of absolute abundances from RNA sequencing (RNA-Seq) and quantitative real-time PCR (qPCR) data.


Asunto(s)
Perfilación de la Expresión Génica/métodos , ARN Mensajero/análisis , Análisis de Secuencia de ARN/métodos , Animales , Calibración , Línea Celular , Células Cultivadas , Drosophila , Perfilación de la Expresión Génica/normas , Humanos , Reacción en Cadena de la Polimerasa/métodos , ARN Mensajero/genética , ARN Mensajero/metabolismo
15.
Int J Cancer ; 140(5): 1147-1158, 2017 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-27668411

RESUMEN

A network of autocrine and paracrine signals defines B cell homeostasis and is thought to be involved in transformation processes. Investigating interactions of these microenvironmental factors and their relation to proto-oncogenes as c-Myc (MYC) is fundamental to understand the biology of B cell lymphoma. Therefore, B cells with conditional MYC expression were stimulated with CD40L, insulin-like growth factor 1, α-IgM, Interleukin-10 (IL10) and CpG alone or in combination. The impact of forty different interventions on cell proliferation was investigated in MYC deprived cells and calculated by linear regression. Combination of CpG and IL10 led to a strong synergistic activation of cell proliferation (S-phase/doubling of total cell number) comparable to cells with high MYC expression. A synergistic up-regulation of CDK4, CDK6 and CCND3 expression by IL10 and CpG treatment was causal for this proliferative effect as shown by qRT-PCR analysis and inhibition of the CDK4/6 complex by PD0332991. Furthermore, treatment of stimulated MYC deprived cells with MLN120b, ACHP, Pyridone 6 or Ruxolitinib showed that IL10/CpG induced proliferation and CDK4 expression were JAK/STAT3 and IKK/NF-κB dependent. This was further supported by STAT3 and p65/RELA knockdown experiments, showing strongest effects on cell proliferation and CDK4 expression after double knockdown. Additionally, chromatin immunoprecipitation revealed a dual binding of STAT3 and p65 to the proximal promotor of CDK4 after IL10/CpG treatment. Therefore, the observed synergism of IL10R and TLR9 signalling was able to induce proliferation in a comparable way as aberrant MYC and might play a role in B cell homeostasis or transformation.


Asunto(s)
Linfocitos B/efectos de los fármacos , Interleucina-10/fisiología , Receptor Toll-Like 9/fisiología , Linfocitos B/citología , División Celular , Línea Celular Transformada , Transformación Celular Neoplásica , Células Cultivadas , Islas de CpG , Quinasa 4 Dependiente de la Ciclina/antagonistas & inhibidores , Quinasa 4 Dependiente de la Ciclina/fisiología , Quinasa 6 Dependiente de la Ciclina/antagonistas & inhibidores , Quinasa 6 Dependiente de la Ciclina/fisiología , Sinergismo Farmacológico , Regulación de la Expresión Génica , Humanos , Interleucina-10/farmacología , Linfoma/etiología , Proteínas Proto-Oncogénicas c-myc/fisiología , Fase S/efectos de los fármacos , Factor de Transcripción STAT3/metabolismo , Transducción de Señal/efectos de los fármacos , Transducción de Señal/fisiología , Receptor Toll-Like 9/agonistas , Factor de Transcripción ReIA/metabolismo
16.
Oncotarget ; 7(30): 47061-47081, 2016 Jul 26.
Artículo en Inglés | MEDLINE | ID: mdl-27166259

RESUMEN

To discover new regulatory pathways in B lymphoma cells, we performed a combined analysis of experimental, clinical and global gene expression data. We identified a specific cluster of genes that was coherently expressed in primary lymphoma samples and suppressed by activation of the B cell receptor (BCR) through αIgM treatment of lymphoma cells in vitro. This gene cluster, which we called BCR.1, includes numerous cell cycle regulators. A reduced expression of BCR.1 genes after BCR activation was observed in different cell lines and also in CD10+ germinal center B cells. We found that BCR activation led to a delayed entry to and progression of mitosis and defects in metaphase. Cytogenetic changes were detected upon long-term αIgM treatment. Furthermore, an inverse correlation of BCR.1 genes with c-Myc co-regulated genes in distinct groups of lymphoma patients was observed. Finally, we showed that the BCR.1 index discriminates activated B cell-like and germinal centre B cell-like diffuse large B cell lymphoma supporting the functional relevance of this new regulatory circuit and the power of guided clustering for biomarker discovery.


Asunto(s)
Linfocitos B/metabolismo , Regulación Neoplásica de la Expresión Génica , Redes Reguladoras de Genes , Linfoma de Células B Grandes Difuso/genética , Receptores de Antígenos de Linfocitos B/genética , Ciclo Celular/genética , Línea Celular Tumoral , Estudios de Cohortes , Perfilación de la Expresión Génica , Centro Germinal/metabolismo , Centro Germinal/patología , Humanos , Activación de Linfocitos , Linfoma de Células B Grandes Difuso/patología , Proteínas Proto-Oncogénicas c-bcl-6 , Proteínas Proto-Oncogénicas c-myc , Receptores de Antígenos de Linfocitos B/metabolismo , Transducción de Señal/genética , Microambiente Tumoral
17.
Bioinformatics ; 32(6): 893-900, 2016 03 15.
Artículo en Inglés | MEDLINE | ID: mdl-26581413

RESUMEN

MOTIVATION: Understanding the structure and interplay of cellular signalling pathways is one of the great challenges in molecular biology. Boolean Networks can infer signalling networks from observations of protein activation. In situations where it is difficult to assess protein activation directly, Nested Effect Models are an alternative. They derive the network structure indirectly from downstream effects of pathway perturbations. To date, Nested Effect Models cannot resolve signalling details like the formation of signalling complexes or the activation of proteins by multiple alternative input signals. Here we introduce Boolean Nested Effect Models (B-NEM). B-NEMs combine the use of downstream effects with the higher resolution of signalling pathway structures in Boolean Networks. RESULTS: We show that B-NEMs accurately reconstruct signal flows in simulated data. Using B-NEM we then resolve BCR signalling via PI3K and TAK1 kinases in BL2 lymphoma cell lines. AVAILABILITY AND IMPLEMENTATION: R code is available at https://github.com/MartinFXP/B-NEM (github). The BCR signalling dataset is available at the GEO database (http://www.ncbi.nlm.nih.gov/geo/) through accession number GSE68761. CONTACT: martin-franz-xaver.pirkl@ukr.de, Rainer.Spang@ukr.de SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Asunto(s)
Transducción de Señal , Bases de Datos Factuales , Modelos Teóricos , Fosfatidilinositol 3-Quinasas , Proteínas
18.
EMBO Mol Med ; 7(11): 1480-502, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-26483398

RESUMEN

The MHC class I chain-related molecule A (MICA) is a highly polymorphic ligand for the activating natural killer (NK)-cell receptor NKG2D. A single nucleotide polymorphism causes a valine to methionine exchange at position 129. Presence of a MICA-129Met allele in patients (n = 452) undergoing hematopoietic stem cell transplantation (HSCT) increased the chance of overall survival (hazard ratio [HR] = 0.77, P = 0.0445) and reduced the risk to die due to acute graft-versus-host disease (aGVHD) (odds ratio [OR] = 0.57, P = 0.0400) although homozygous carriers had an increased risk to experience this complication (OR = 1.92, P = 0.0371). Overall survival of MICA-129Val/Val genotype carriers was improved when treated with anti-thymocyte globulin (HR = 0.54, P = 0.0166). Functionally, the MICA-129Met isoform was characterized by stronger NKG2D signaling, triggering more NK-cell cytotoxicity and interferon-γ release, and faster co-stimulation of CD8(+) T cells. The MICA-129Met variant also induced a faster and stronger down-regulation of NKG2D on NK and CD8(+) T cells than the MICA-129Val isoform. The reduced cell surface expression of NKG2D in response to engagement by MICA-129Met variants appeared to reduce the severity of aGVHD.


Asunto(s)
Enfermedad Injerto contra Huésped/mortalidad , Enfermedad Injerto contra Huésped/patología , Trasplante de Células Madre Hematopoyéticas , Antígenos de Histocompatibilidad Clase I/genética , Proteínas Mutantes/genética , Subfamilia K de Receptores Similares a Lectina de Células NK/metabolismo , Transducción de Señal , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Linfocitos T CD8-positivos/inmunología , Niño , Preescolar , Citotoxicidad Inmunológica , Femenino , Humanos , Lactante , Interferón gamma/metabolismo , Células Asesinas Naturales/inmunología , Masculino , Persona de Mediana Edad , Mutación Missense , Análisis de Supervivencia , Resultado del Tratamiento , Adulto Joven
19.
BMC Cancer ; 14: 339, 2014 May 18.
Artículo en Inglés | MEDLINE | ID: mdl-24884418

RESUMEN

BACKGROUND: Burkitt lymphoma (BL) is an aggressive malignancy that arises from B-cells and belongs to the group of Non-Hodgkin lymphomas (NHL). Due to the lack of appropriate in vivo models NHL research is mainly performed in vitro. Here, we studied the use of the chick chorioallantoic membrane (CAM) for the generation of human BL xenograft tumors, which we compared with known characteristics of the human disease. METHODS: In order to generate experimental BL tumors, we inoculated human BL2B95 and BL2-GFP cells on the CAM. BL2B95 xenograft-tumors were grown for seven days and subsequently analyzed with transmission electron and immunofluorescence microscopy, as well as histological staining approaches. BL2-GFP cells were studied at regular intervals up to seven days, and their metastatic behavior was visualized with intravital immunofluorescence techniques. RESULTS: Xenografted BL2B95 cells formed solid tumors in the CAM model with a Ki67-index greater than 90%, preservation of typical tumor markers (CD10, CD19, CD20), a 'starry sky' morphology, production of agyrophilic fibers in the stroma, formation of blood and lymphatic vessels and lymphogenic dissemination of BL2B95 to distant sites. We identified macrophages, lymphocytes and heterophilic granulocytes (chick homolog of neutrophils) as the most abundant immune cells in the experimental tumors. BL2-GFP cells could be traced in real-time during their distribution in the CAM, and the first signs for their dissemination were visible after 2-3 days. CONCLUSIONS: We show that xenografted BL2B95 cells generate tumors in the CAM with a high degree of cellular, molecular and proliferative concord with the human disease, supporting the application of the CAM model for NHL research with a focus on tumor-stroma interactions. Additionally we report that BL2-GFP cells, grafted on the CAM of ex ovo cultured chick embryos, provide a powerful tool to study lymphogenic dissemination in real-time.


Asunto(s)
Linfoma de Burkitt/patología , Membrana Corioalantoides/patología , Trasplante de Neoplasias/métodos , Animales , Vasos Sanguíneos/patología , Linfoma de Burkitt/genética , Linfoma de Burkitt/metabolismo , Línea Celular Tumoral , Movimiento Celular , Proliferación Celular , Rastreo Celular/métodos , Embrión de Pollo , Membrana Corioalantoides/irrigación sanguínea , Membrana Corioalantoides/metabolismo , Proteínas Fluorescentes Verdes/biosíntesis , Proteínas Fluorescentes Verdes/genética , Xenoinjertos , Humanos , Antígeno Ki-67/metabolismo , Metástasis Linfática , Vasos Linfáticos/patología , Microscopía Fluorescente , Invasividad Neoplásica , Factores de Tiempo , Transfección , Carga Tumoral
20.
Mol Cancer Ther ; 13(4): 833-41, 2014 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-24482381

RESUMEN

Burkitt lymphoma is a rare malignancy arising from B cells. Current chemotherapeutic regimens achieve excellent overall survival rates in children, but less impressive rates in adults. There are cases with poor outcome caused by toxic effects of the therapy, tumor lysis syndrome, or metastatic spread of lymphomas to the central nervous system. Modulators of reactive oxygen species are currently discussed as potential drugs for the treatment of cancer. The NADPH oxidase 4 inhibitor imipramine-blue might satisfy the aforementioned requirements, and was studied here. We used MTT assay, crystal violet assay, and thymidine 3H-incorporation assay to analyze the effects of imipramine-blue on Burkitt lymphoma (BL2, BL2B95, BL30B95, BL41B95), neuroblastoma (KELLY, SH-SY5Y, SMS-KAN), cervix carcinoma (HeLa), breast cancer (MDA-MB231), angiosarcoma (AS-M), human embryonic kidney (HEK293WT), and nonmalignant (FLP1) cell lines. The effects of imipramine-blue on BL2B95 cells in vivo were investigated in xenografts on the chick chorioallantoic membrane (CAM). We report that imipramine-blue is a potent growth inhibitor for several cancer cell lines in vitro with IC(50) values comparable to those of doxorubicin (0.16-7.7 µmol/L). Tumor size of BL2B95 cells inoculated in the CAM was reduced significantly (P < 0.05) after treatment with 10 µmol/L imipramine-blue. Lymphogenic dissemination of BL2B95 and the formation of blood and lymphatic vessels in experimental tumors were not affected. We show that imipramine-blue can be used to decrease the viability of cancer cell lines in vitro and in vivo. Imipramine-blue reduces the size of experimental Burkitt lymphoma significantly but does not affect the dissemination of BL2B95 cells, angiogenesis, and lymphangiogenesis.


Asunto(s)
Antineoplásicos/farmacología , Linfoma de Burkitt/tratamiento farmacológico , Imipramina/farmacología , NADPH Oxidasas/antagonistas & inhibidores , Animales , Antineoplásicos/uso terapéutico , Linfoma de Burkitt/patología , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Supervivencia Celular/efectos de los fármacos , Embrión de Pollo , Membrana Corioalantoides/patología , Células HEK293 , Células HeLa , Humanos , Imipramina/uso terapéutico , Neoplasias/tratamiento farmacológico , Neoplasias/patología , Neoplasias Experimentales , Ensayos Antitumor por Modelo de Xenoinjerto
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