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1.
J Clin Pathol ; 2024 Feb 28.
Artigo em Inglês | MEDLINE | ID: mdl-38418201

RESUMO

AIMS: Accurate determination of histological activity in ulcerative colitis (UC) is essential given its diagnostic and prognostic importance. Data on the relationship between histology and immune cell markers are limited. We aimed to evaluate the association between histological disease activity and immune cell marker concentration in colonic biopsies from patients with UC. METHODS: Sigmoid colon biopsies from 20 patients with UC were retrospectively assessed using the Robarts Histopathology Index (RHI). Targeted mass spectrometry determined the concentration of 18 immune cell markers (cluster of differentiation (CD) 4, CD8, CD19, CD20, CD40, CD56, CD68, CD103, forkhead box p3 (FOXP3), human leucocyte antigen, DR alpha chain (HLA-DRA), interleukin 10 (IL-10), IL-23 subunit alpha (IL-23A), IL-23 receptor (IL-23R), IL-2 receptor alpha chain (IL-2RA), Ki67, lymphocyte-activation gene 3 (LAG-3), programmed cell death protein 1 (PD-1) and PD ligand 1 (PD-L1)). The association between RHI score and immune cell marker concentration was quantified using Spearman's rank correlation coefficient (ρ) and related 95% CIs. RESULTS: Fourteen of the 18 immune cell marker proteins were detected, with tissue concentration ranging from 0.003 to 11.53 fmol/µg. The overall RHI score was positively correlated with CD19, CD20, CD40, FOXP3, LAG-3, PD-1 and PD-L1 concentration (ρ=0.596-0.799) and negatively correlated with CD56 concentration (ρ=-0.460). There was no significant association between RHI score and CD4, CD8, CD68, CD103, HLA-DRA or Ki67 concentration. CONCLUSIONS: This study provides insight into the correlation between immune cell marker expression and histological disease activity and the possible molecular and immunological determinants underlying microscopic disease activity in UC.

2.
iScience ; 26(7): 107173, 2023 Jul 21.
Artigo em Inglês | MEDLINE | ID: mdl-37456846

RESUMO

Systemic lupus erythematosus (SLE) is an autoimmune disease with significant morbidity and mortality. Type I interferon (IFN) drives SLE pathology and plasmacytoid dendritic cells (pDCs) are potent producers of IFN; however, the specific effects of pDC depletion have not been demonstrated. We show CD123 was highly expressed on pDCs and the anti-CD123 antibody CSL362 potently depleted pDCs in vitro. CSL362 pre-treatment abrogated the induction of IFNα and IFN-induced gene transcription following stimulation with SLE patient-derived serum or immune complexes. RNA transcripts induced in pDCs by ex vivo stimulation with TLR ligands were reflected in gene expression profiles of SLE blood, and correlated with disease severity. TLR ligand-induced protein production by SLE patient peripheral mononuclear cells was abrogated by CSL362 pre-treatment including proteins over expressed in SLE patient serum. These findings implicate pDCs as key drivers in the cellular activation and production of soluble factors seen in SLE.

3.
J Immunol Methods ; 519: 113504, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37257687

RESUMO

BACKGROUND: Clinical trials of novel therapies for the treatment of ulcerative colitis (UC) may benefit from immune cell profiling, however implementation of this methodology is limited in the multicenter trial setting by necessity of timely (within 6 to 8 h) isolation and processing of peripheral blood mononuclear cells (PBMC) from whole blood samples. Becton Dickinson Vacutainer CPT™ Cell Preparation Tubes (CPT™) limit required processing prior to shipping to a central lab to an initial centrifugation step within 24 h of sample collection. As shipping may delay final processing beyond 24 h, we analyzed cell viability and T cell composition in whole blood stored in CPT™ to determine if their use may accommodate processing delays typical for multicenter clinical trials. METHODS: Whole blood samples from 3 patients with UC were collected in CPT™ (15 tubes/patient) and PBMC were processed at various timepoints (24-96 h). Cell viability and T cell composition (26 types) were evaluated by flow cytometry. Variability between technical and biological replicates was evaluated in the context of cell-type abundance, delayed processing time, and data normalization. RESULTS: Total cell viability was <50% when processing was delayed to 48 h after collection and was further reduced at later processing timepoints. The effect of delayed processing on cell abundance varied widely across cell types, with CD4+, CD8+, naïve effector CD8+, and Tcm CD4 + T cells displaying the least variability in abundance with delayed processing. Normalization of cell counts to cell types other than total T cells corrected for the effect of delayed processing for several cell types, particularly Th17. CONCLUSIONS: Based on these data, processing of PBMC in CPT™ should ideally be performed within 48 h. Delayed processing of PBMC in CPT™ may be considered for cell types that are robust to these conditions. Normalization of cell abundance to different parental cell-types may reduce variability in quantitation and should be used in conjunction with the expected effect size to meet the experimental goals of a multicenter clinical trial.


Assuntos
Coleta de Amostras Sanguíneas , Leucócitos Mononucleares , Humanos , Preservação de Sangue , Citometria de Fluxo/métodos , Manejo de Espécimes , Estudos Multicêntricos como Assunto , Ensaios Clínicos como Assunto
4.
Dig Dis Sci ; 67(4): 1128-1155, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-33770330

RESUMO

BACKGROUND: Patients treated with immune checkpoint inhibitors (ICIs) may develop ICI-associated enterocolitis, for which there is no approved treatment. AIMS: We aimed to systematically review the efficacy and safety of medical interventions for the prevention and treatment of ICI-associated enterocolitis. METHODS: MEDLINE, EMBASE, and the Cochrane Library were searched to identify randomized controlled trials (RCTs), cohort and case-control studies, and case series/reports, evaluating interventions (including corticosteroids, biologics, aminosalicylates, immunosuppressants, and fecal transplantation) for ICI-associated enterocolitis. Clinical, endoscopic, and histologic efficacy endpoints were evaluated. The Grading of Recommendations, Assessment, Development, and Evaluation criteria were used to assess overall quality of evidence. RESULTS: A total of 160 studies (n = 1514) were included (one RCT, 3 retrospective cohort studies, 156 case reports/case series). Very low quality evidence from one RCT suggests budesonide is not effective for prevention of ICI-associated enterocolitis in ipilimumab-treated patients (relative risk 0.93 [95% confidence interval 0.56, 1.56]). Very low quality evidence suggests that corticosteroids, infliximab, and vedolizumab may be effective for treatment of ICI-associated enterocolitis by inducing clinical response and remission. No validated indices for measuring disease activity were used. Biologic treatment was used in 42% (641/1528) of patients, as reported in 97 studies. ICIs were discontinued in 65% (457/702) of patients, as reported in 63 studies. CONCLUSIONS: Current treatment recommendations for ICI-associated enterocolitis are based on very low quality evidence, primarily from case reports and case series. Large-scale prospective cohort studies and RCTs are needed to develop prophylactic and therapeutic treatments to minimize interruption or discontinuation of oncological therapies.


Assuntos
Enterocolite , Inibidores de Checkpoint Imunológico , Enterocolite/induzido quimicamente , Enterocolite/diagnóstico , Enterocolite/prevenção & controle , Humanos , Inibidores de Checkpoint Imunológico/efeitos adversos , Imunossupressores/uso terapêutico , Infliximab/uso terapêutico , Ipilimumab
5.
Sci Rep ; 11(1): 18243, 2021 09 14.
Artigo em Inglês | MEDLINE | ID: mdl-34521888

RESUMO

Publicly available ulcerative colitis (UC) gene expression datasets from observational studies and clinical trials include inherently heterogeneous disease characteristics and methodology. We used meta-analysis to identify a robust UC gene signature from inflamed biopsies. Eight gene expression datasets derived from biopsy tissue samples from noninflammatory bowel disease (IBD) controls and areas of active inflammation from patients with UC were publicly available. Expression- and meta-data were downloaded with GEOquery. Differentially expressed genes (DEG) in individual datasets were defined as those with fold change > 1.5 and a Benjamini-Hochberg adjusted P value < .05. Meta-analysis of all DEG used a random effects model. Reactome pathway enrichment analysis was conducted. Meta-analysis identified 946 up- and 543 down-regulated genes in patients with UC compared to non-IBD controls (1.2 and 1.7 times fewer up- and down-regulated genes than the median of the individual datasets). Top-ranked up- and down-regulated DEG were LCN2 and AQP8. Multiple immune-related pathways (e.g., 'Chemokine receptors bind chemokine' and 'Interleukin-10 signaling') were significantly up-regulated in UC, while 'Biological oxidations' and 'Fatty acid metabolism' were downregulated. A web-based data-mining tool with the meta-analysis results was made available ( https://premedibd.com/genes.html ). A UC inflamed biopsy disease gene signature was derived. This signature may be an unbiased reference for comparison and improve the efficiency of UC biomarker studies by increasing confidence for identification of disease-related genes and pathways.


Assuntos
Colite Ulcerativa/genética , Transcriptoma , Aquaporinas/genética , Aquaporinas/metabolismo , Colite Ulcerativa/metabolismo , Colite Ulcerativa/patologia , Colo/metabolismo , Citocinas/genética , Citocinas/metabolismo , Regulação para Baixo , Humanos , Lipocalina-2/genética , Lipocalina-2/metabolismo , Mapas de Interação de Proteínas
6.
Inflamm Bowel Dis ; 26(10): 1498-1508, 2020 09 18.
Artigo em Inglês | MEDLINE | ID: mdl-32840322

RESUMO

BACKGROUND: Currently, 2 coprimary end points are used by health authorities to determine the effectiveness of therapeutic interventions in patients with Crohn's disease (CD): symptomatic remission (patient-reported outcome assessment) and endoscopic remission (ileocolonoscopy). However, there is lack of accepted biomarkers to facilitate regulatory decision-making in the development of novel therapeutics for the treatment of CD. METHODS: With support from the Helmsley Charitable Trust, Critical Path Institute formed the Crohn's Disease Biomarkers preconsortium (CDBpC) with members from the pharmaceutical industry, academia, and nonprofit organizations to evaluate the CD biomarker landscape. Biomarkers were evaluated based on biological relevance, availability of biomarker assays, and clinical validation data. RESULTS: The CDBpC identified the most critical need as pharmacodynamic/response biomarkers to monitor disease activity in response to therapeutic intervention. Fecal calprotectin (FC) and serum C-reactive protein (CRP) were identified as biomarkers ready for the regulatory qualification process. A number of exploratory biomarkers and potential panels of these biomarkers was also identified for additional development. Given the different factors involved in CD and disease progression, a combination of biomarkers, including inflammatory, tissue injury, genetic, and microbiome-associated biomarkers, will likely have the most utility. CONCLUSIONS: The primary focus of the Inflammatory Bowel Disease Regulatory Science Consortium will be development of exploratory biomarkers and the qualification of FC and CRP for IBD. The Inflammatory Bowel Disease Regulatory Science Consortium, focused on tools to support IBD drug development, will operate in the precompetitive space to share data, biological samples for biomarker testing, and assay information for novel biomarkers.


Assuntos
Proteína C-Reativa/análise , Tomada de Decisão Clínica/métodos , Doença de Crohn/diagnóstico , Monitoramento de Medicamentos/métodos , Complexo Antígeno L1 Leucocitário/análise , Biomarcadores/análise , Consenso , Doença de Crohn/metabolismo , Doença de Crohn/terapia , Descoberta de Drogas , Fezes/química , Humanos , Reprodutibilidade dos Testes , Índice de Gravidade de Doença
8.
Nat Med ; 23(5): 579-589, 2017 May.
Artigo em Inglês | MEDLINE | ID: mdl-28368383

RESUMO

Inflammatory bowel diseases (IBD), including Crohn's disease (CD) and ulcerative colitis (UC), are complex chronic inflammatory conditions of the gastrointestinal tract that are driven by perturbed cytokine pathways. Anti-tumor necrosis factor-α (TNF) antibodies are mainstay therapies for IBD. However, up to 40% of patients are nonresponsive to anti-TNF agents, which makes the identification of alternative therapeutic targets a priority. Here we show that, relative to healthy controls, inflamed intestinal tissues from patients with IBD express high amounts of the cytokine oncostatin M (OSM) and its receptor (OSMR), which correlate closely with histopathological disease severity. The OSMR is expressed in nonhematopoietic, nonepithelial intestinal stromal cells, which respond to OSM by producing various proinflammatory molecules, including interleukin (IL)-6, the leukocyte adhesion factor ICAM1, and chemokines that attract neutrophils, monocytes, and T cells. In an animal model of anti-TNF-resistant intestinal inflammation, genetic deletion or pharmacological blockade of OSM significantly attenuates colitis. Furthermore, according to an analysis of more than 200 patients with IBD, including two cohorts from phase 3 clinical trials of infliximab and golimumab, high pretreatment expression of OSM is strongly associated with failure of anti-TNF therapy. OSM is thus a potential biomarker and therapeutic target for IBD, and has particular relevance for anti-TNF-resistant patients.


Assuntos
Doenças Inflamatórias Intestinais/genética , Subunidade beta de Receptor de Oncostatina M/genética , Oncostatina M/genética , Adulto , Idoso , Animais , Anticorpos Monoclonais/uso terapêutico , Estudos de Casos e Controles , Quimiocinas , Colite/genética , Colite/imunologia , Modelos Animais de Doenças , Feminino , Citometria de Fluxo , Fármacos Gastrointestinais/uso terapêutico , Perfilação da Expressão Gênica , Humanos , Immunoblotting , Imuno-Histoquímica , Inflamação , Doenças Inflamatórias Intestinais/tratamento farmacológico , Doenças Inflamatórias Intestinais/imunologia , Doenças Inflamatórias Intestinais/metabolismo , Infliximab/uso terapêutico , Molécula 1 de Adesão Intercelular/imunologia , Interleucina-6/imunologia , Masculino , Camundongos , Camundongos Knockout , Pessoa de Meia-Idade , Oncostatina M/imunologia , Oncostatina M/metabolismo , Subunidade beta de Receptor de Oncostatina M/imunologia , Subunidade beta de Receptor de Oncostatina M/metabolismo , Reação em Cadeia da Polimerase em Tempo Real , Fator de Necrose Tumoral alfa/antagonistas & inibidores , Adulto Jovem
9.
Front Microbiol ; 5: 507, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25309528

RESUMO

Geologic carbon dioxide (CO2) sequestration drives physical and geochemical changes in deep subsurface environments that impact indigenous microbial activities. The combined effects of pressurized CO2 on a model sulfate-reducing microorganism, Desulfovibrio vulgaris, have been assessed using a suite of genomic and kinetic measurements. Novel high-pressure NMR time-series measurements using (13)C-lactate were used to track D. vulgaris metabolism. We identified cessation of respiration at CO2 pressures of 10 bar, 25 bar, 50 bar, and 80 bar. Concurrent experiments using N2 as the pressurizing phase had no negative effect on microbial respiration, as inferred from reduction of sulfate to sulfide. Complementary pressurized batch incubations and fluorescence microscopy measurements supported NMR observations, and indicated that non-respiring cells were mostly viable at 50 bar CO2 for at least 4 h, and at 80 bar CO2 for 2 h. The fraction of dead cells increased rapidly after 4 h at 80 bar CO2. Transcriptomic (RNA-Seq) measurements on mRNA transcripts from CO2-incubated biomass indicated that cells up-regulated the production of certain amino acids (leucine, isoleucine) following CO2 exposure at elevated pressures, likely as part of a general stress response. Evidence for other poorly understood stress responses were also identified within RNA-Seq data, suggesting that while pressurized CO2 severely limits the growth and respiration of D. vulgaris cells, biomass retains intact cell membranes at pressures up to 80 bar CO2. Together, these data show that geologic sequestration of CO2 may have significant impacts on rates of sulfate reduction in many deep subsurface environments where this metabolism is a key respiratory process.

10.
ISME J ; 8(11): 2243-55, 2014 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-24781900

RESUMO

We used deep sequencing technology to identify transcriptional adaptation of the euryhaline unicellular cyanobacterium Synechococcus sp. PCC 7002 and the marine facultative aerobe Shewanella putrefaciens W3-18-1 to growth in a co-culture and infer the effect of carbon flux distributions on photoautotroph-heterotroph interactions. The overall transcriptome response of both organisms to co-cultivation was shaped by their respective physiologies and growth constraints. Carbon limitation resulted in the expansion of metabolic capacities, which was manifested through the transcriptional upregulation of transport and catabolic pathways. Although growth coupling occurred via lactate oxidation or secretion of photosynthetically fixed carbon, there was evidence of specific metabolic interactions between the two organisms. These hypothesized interactions were inferred from the excretion of specific amino acids (for example, alanine and methionine) by the cyanobacterium, which correlated with the downregulation of the corresponding biosynthetic machinery in Shewanella W3-18-1. In addition, the broad and consistent decrease of mRNA levels for many Fe-regulated Synechococcus 7002 genes during co-cultivation may indicate increased Fe availability as well as more facile and energy-efficient mechanisms for Fe acquisition by the cyanobacterium. Furthermore, evidence pointed at potentially novel interactions between oxygenic photoautotrophs and heterotrophs related to the oxidative stress response as transcriptional patterns suggested that Synechococcus 7002 rather than Shewanella W3-18-1 provided scavenging functions for reactive oxygen species under co-culture conditions. This study provides an initial insight into the complexity of photoautotrophic-heterotrophic interactions and brings new perspectives of their role in the robustness and stability of the association.


Assuntos
Processos Heterotróficos/genética , Interações Microbianas/genética , Shewanella putrefaciens/genética , Shewanella putrefaciens/metabolismo , Synechococcus/genética , Synechococcus/metabolismo , Carbono/metabolismo , Técnicas de Cocultura , Perfilação da Expressão Gênica , Sequenciamento de Nucleotídeos em Larga Escala , Estresse Oxidativo , Shewanella putrefaciens/crescimento & desenvolvimento , Synechococcus/crescimento & desenvolvimento , Transcriptoma
11.
Biol Res Nurs ; 16(4): 409-20, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24165327

RESUMO

BACKGROUND: Preeclampsia contributes significantly to pregnancy-associated morbidity and mortality as well as future risk of cardiovascular disease in mother and offspring, and preeclampsia in offspring. The lack of reliable methods for early detection limits the opportunities for prevention, diagnosis, and timely treatment. PURPOSE: The purpose of this study was to explore distinct DNA methylation patterns associated with preeclampsia in both maternal cells and fetal-derived tissue that represent potential biomarkers to predict future preeclampsia and inheritance in children. METHOD: A convenience sample of nulliparous women (N = 55) in the first trimester of pregnancy was recruited for this prospective study. Genome-wide DNA methylation was quantified in first-trimester maternal peripheral white blood cells and placental chorionic tissue from normotensive women and those with preeclampsia (n = 6/group). RESULTS: Late-onset preeclampsia developed in 12.7% of women. Significant differences in DNA methylation were identified in 207 individual linked cytosine and guanine (CpG) sites in maternal white blood cells collected in the first trimester (132 sites with gain and 75 sites with loss of methylation), which were common to approximately 75% of the differentially methylated CpG sites identified in chorionic tissue of fetal origin. CONCLUSION: This study is the first to identify maternal epigenetic targets and common targets in fetal-derived tissue that represent putative biomarkers for early detection and heritable risk of preeclampsia. Findings may pave the way for diagnosis of preeclampsia prior to its clinical presentation and acute damaging effects, and the potential for prevention of the detrimental long-term sequelae.


Assuntos
Biomarcadores/sangue , Metilação de DNA , Pré-Eclâmpsia/sangue , Adulto , Ilhas de CpG , Feminino , Humanos , Gravidez , Primeiro Trimestre da Gravidez , Estudos Prospectivos , Adulto Jovem
12.
Integr Biol (Camb) ; 5(11): 1393-406, 2013 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-24081429

RESUMO

To understand how cell physiological state affects mRNA translation, we used Shewanella oneidensis MR-1 grown under steady state conditions at either 20% or 8.5% O2. Using a combination of quantitative proteomics and RNA-Seq, we generated high-confidence data on >1000 mRNA and protein pairs. By using a steady state model, we found that differences in protein-mRNA ratios were primarily due to differences in the translational efficiency of specific genes. When oxygen levels were lowered, 28% of the proteins showed at least a 2-fold change in expression. Transcription levels were sp. significantly altered for 26% of the protein changes; translational efficiency was significantly altered for 46% and a combination of both was responsible for the remaining 28%. Changes in translational efficiency were significantly correlated with the codon usage pattern of the genes and measurable tRNA pools changed in response to altered O2 levels. Our results suggest that changes in the translational efficiency of proteins, in part due to altered tRNA pools, is a major determinant of regulated alterations in protein expression levels in bacteria.


Assuntos
Fenômenos Fisiológicos Bacterianos , Shewanella/genética , Shewanella/metabolismo , Proteínas de Bactérias/metabolismo , Códon , Meio Ambiente , Escherichia coli/metabolismo , Espectrometria de Massas , Oxigênio/metabolismo , Biossíntese de Proteínas , Proteoma , Proteômica , RNA Mensageiro/metabolismo , RNA de Transferência/metabolismo , Análise de Regressão , Reprodutibilidade dos Testes , Análise de Sequência de RNA , Fatores de Tempo , Transcrição Gênica , Transcriptoma
13.
PLoS One ; 8(6): e66104, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23840410

RESUMO

The isoprenoid pathway converts pyruvate to isoprene and related isoprenoid compounds in plants and some bacteria. Currently, this pathway is of great interest because of the critical role that isoprenoids play in basic cellular processes, as well as the industrial value of metabolites such as isoprene. Although the regulation of several pathway genes has been described, there is a paucity of information regarding system level regulation and control of the pathway. To address these limitations, we examined Bacillus subtilis grown under multiple conditions and determined the relationship between altered isoprene production and gene expression patterns. We found that with respect to the amount of isoprene produced, terpenoid genes fall into two distinct subsets with opposing correlations. The group whose expression levels positively correlated with isoprene production included dxs, which is responsible for the commitment step in the pathway, ispD, and two genes that participate in the mevalonate pathway, yhfS and pksG. The subset of terpenoid genes that inversely correlated with isoprene production included ispH, ispF, hepS, uppS, ispE, and dxr. A genome-wide partial least squares regression model was created to identify other genes or pathways that contribute to isoprene production. These analyses showed that a subset of 213 regulated genes was sufficient to create a predictive model of isoprene production under different conditions and showed correlations at the transcriptional level. We conclude that gene expression levels alone are sufficiently informative about the metabolic state of a cell that produces increased isoprene and can be used to build a model that accurately predicts production of this secondary metabolite across many simulated environmental conditions.


Assuntos
Bacillus subtilis/crescimento & desenvolvimento , Proteínas de Bactérias/genética , Butadienos/metabolismo , Perfilação da Expressão Gênica/métodos , Hemiterpenos/metabolismo , Pentanos/metabolismo , Análise de Sequência de RNA/métodos , Bacillus subtilis/genética , Proteínas de Bactérias/metabolismo , Vias Biossintéticas , Clonagem Molecular , Regulação Bacteriana da Expressão Gênica , Redes Reguladoras de Genes , Análise dos Mínimos Quadrados , Terpenos/metabolismo
14.
Front Genet ; 3: 28, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22485116

RESUMO

With currently available RNA-Seq pipelines, expression estimates for most genes are very noisy. We here introduce MapAl, a tool for RNA-Seq expression profiling that builds on the established programs Bowtie and Cufflinks. In the post-processing of RNA-Seq reads, it incorporates gene models already at the stage of read alignment, increasing the number of reliably measured known transcripts consistently by 50%. Adding genes identified de novo then allows a reliable assessment of double the total number of transcripts compared to other available pipelines. This substantial improvement is of general relevance: Measurement precision determines the power of any analysis to reliably identify significant signals, such as in screens for differential expression, independent of whether the experimental design incorporates replicates or not.

15.
Bioinformatics ; 27(13): i383-91, 2011 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-21685096

RESUMO

MOTIVATION: Measurement precision determines the power of any analysis to reliably identify significant signals, such as in screens for differential expression, independent of whether the experimental design incorporates replicates or not. With the compilation of large-scale RNA-Seq datasets with technical replicate samples, however, we can now, for the first time, perform a systematic analysis of the precision of expression level estimates from massively parallel sequencing technology. This then allows considerations for its improvement by computational or experimental means. RESULTS: We report on a comprehensive study of target identification and measurement precision, including their dependence on transcript expression levels, read depth and other parameters. In particular, an impressive recall of 84% of the estimated true transcript population could be achieved with 331 million 50 bp reads, with diminishing returns from longer read lengths and even less gains from increased sequencing depths. Most of the measurement power (75%) is spent on only 7% of the known transcriptome, however, making less strongly expressed transcripts harder to measure. Consequently, <30% of all transcripts could be quantified reliably with a relative error<20%. Based on established tools, we then introduce a new approach for mapping and analysing sequencing reads that yields substantially improved performance in gene expression profiling, increasing the number of transcripts that can reliably be quantified to over 40%. Extrapolations to higher sequencing depths highlight the need for efficient complementary steps. In discussion we outline possible experimental and computational strategies for further improvements in quantification precision. CONTACT: rnaseq10@boku.ac.at


Assuntos
Perfilação da Expressão Gênica/métodos , Sequenciamento de Nucleotídeos em Larga Escala/métodos , RNA/análise , Análise de Sequência de RNA/métodos , Linhagem Celular , Humanos , Análise em Microsséries , Software
16.
Sci Signal ; 2(77): ra31, 2009 Jun 30.
Artigo em Inglês | MEDLINE | ID: mdl-19567914

RESUMO

The signaling network downstream of the ErbB family of receptors has been extensively targeted by cancer therapeutics; however, understanding the relative importance of the different components of the ErbB network is nontrivial. To explore the optimal way to therapeutically inhibit combinatorial, ligand-induced activation of the ErbB-phosphatidylinositol 3-kinase (PI3K) axis, we built a computational model of the ErbB signaling network that describes the most effective ErbB ligands, as well as known and previously unidentified ErbB inhibitors. Sensitivity analysis identified ErbB3 as the key node in response to ligands that can bind either ErbB3 or EGFR (epidermal growth factor receptor). We describe MM-121, a human monoclonal antibody that halts the growth of tumor xenografts in mice and, consistent with model-simulated inhibitor data, potently inhibits ErbB3 phosphorylation in a manner distinct from that of other ErbB-targeted therapies. MM-121, a previously unidentified anticancer therapeutic designed using a systems approach, promises to benefit patients with combinatorial, ligand-induced activation of the ErbB signaling network that are not effectively treated by current therapies targeting overexpressed or mutated oncogenes.


Assuntos
Fosfatidilinositol 3-Quinases/metabolismo , Receptor ErbB-3/metabolismo , Animais , Anticorpos Monoclonais/imunologia , Anticorpos Monoclonais Humanizados , Receptores ErbB/metabolismo , Humanos , Ligantes , Camundongos , Fosforilação , Ligação Proteica , Receptor ErbB-3/imunologia , Transdução de Sinais , Transplante Heterólogo
17.
Trends Cell Biol ; 16(12): 649-56, 2006 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-17085050

RESUMO

The ErbB family of four receptor tyrosine kinases occupies a central role in a wide variety of biological processes from neuronal development to breast cancer. New information continues to expand their biologic significance and to unravel the molecular mechanisms that underlie the signaling capacity of these receptors. Here, we review several aspects of ErbB receptor physiology for which new and significant information is available. These include ligand-dependent receptor dimerization and kinase activation, which is a prerequisite for all subsequent growth factor-dependent cell responses. We also address novel roles of receptor fragments in signaling, trafficking to intracellular sites, such as the nucleus, and ErbB roles in non-cancer disease processes, including schizophrenia, chronic renal disease, hypertension, and the cellular entry of infectious pathogens.


Assuntos
Peptídeos e Proteínas de Sinalização Intercelular/metabolismo , Proteínas Oncogênicas v-erbB/metabolismo , Subunidades Proteicas/metabolismo , Transdução de Sinais/fisiologia , Transporte Ativo do Núcleo Celular/fisiologia , Animais , Dimerização , Endocitose/fisiologia , Humanos , Ligantes , Transporte Proteico/fisiologia
18.
J Biol Chem ; 281(35): 25373-80, 2006 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-16815842

RESUMO

ErbB-4 is cleaved by alpha- and gamma-secretases to release a soluble 80-kDa intracellular domain, termed s80, which translocates to the nucleus. s80 is present in the nucleus of normal and cancerous mammary cells and is predicted to have a role in cell differentiation. To further investigate the mechanism by which s80 may mediate differentiation, we tested whether s80 regulates Eto2, a transcriptional corepressor that is involved in erythrocyte differentiation and is also implicated in human breast cancer. Here we show that ligand binding to ErbB-4 causes s80 translocation to the nucleus, where it colocalizes and interacts with Eto2. Expression of s80 blocks Eto2-mediated transcriptional repression of a heterologous promoter. This effect on Eto2 does not require s80 kinase activity and is mediated by the carboxyl-terminal region of s80. Although other cell surface receptors regulate transcription by activating signal transduction cascades, these data present a novel mechanism of corepressor regulation and suggest a role for Eto2 in ErbB-4-dependent differentiation.


Assuntos
Receptores ErbB/fisiologia , Regulação da Expressão Gênica , Fosfoproteínas/fisiologia , Proteínas Repressoras/fisiologia , Proteínas Supressoras de Tumor/fisiologia , Transporte Ativo do Núcleo Celular , Animais , Células COS , Diferenciação Celular , Núcleo Celular/metabolismo , Chlorocebus aethiops , Receptores ErbB/química , Eritrócitos/metabolismo , Regiões Promotoras Genéticas , Estrutura Terciária de Proteína , Receptor ErbB-4 , Transcrição Gênica
19.
J Cell Biochem ; 96(5): 938-50, 2005 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-16167339

RESUMO

The "histone code" is comprised of the covalent modifications of histone tails that function to regulate gene transcription. The post-translational modifications that occur in histones within the regulatory regions of genes include acetylation, methylation, phosphorylation, ubiquitination, sumoylation, and ADP-ribosylation. These modifications serve to alter chromatin structure and accessibility, and to act as docking sites for transcription factors or other histone modifying enzymes. Several of the factors that are disrupted by chromosomal translocations associated with hematological malignancies can alter the histone code in a gene-specific manner. Here, we discuss how the histone code may be disrupted by chromosomal translocations, either directly by altering the activity of histone modifying enzymes, or indirectly by recruitment of this type of enzyme by oncogenic transcription factors. These alterations in the histone code may alter gene expression pattern to set the stage for leukemogenesis.


Assuntos
Histonas/química , Histonas/metabolismo , Leucemia/genética , Leucemia/metabolismo , Leucemia/patologia , Translocação Genética , Motivos de Aminoácidos , Sequência de Aminoácidos , Animais , Cromatina/química , Cromossomos/ultraestrutura , Subunidade alfa 2 de Fator de Ligação ao Core/metabolismo , Proteínas de Ligação a DNA/metabolismo , Histona Acetiltransferases/metabolismo , Histona Desacetilases/química , Humanos , Modelos Biológicos , Modelos Moleculares , Dados de Sequência Molecular , Estrutura Terciária de Proteína , Proteínas Proto-Oncogênicas c-bcl-6 , Proteínas Recombinantes de Fusão/química
20.
Proc Natl Acad Sci U S A ; 100(14): 8448-53, 2003 Jul 08.
Artigo em Inglês | MEDLINE | ID: mdl-12819347

RESUMO

Important progress has been achieved in the knowledge about the pathogenesis of cancer. However, despite these advances, the therapeutic strategies are still limited. Leukemias are often characterized by specific balanced translocations, with the t(8;21) balanced translocation being the most frequent chromosomal aberration in acute myeloid leukemia (AML). This translocation produces the AML1-ETO fusion protein, which binds to AML1 target promoter sequences. Transcriptional repression of AML1-dependent genes by AML1-ETO and associated corepressors represents the pathogenetic mechanisms of t(8;21). Here, we show that targeting of AML1-ETO to essential, MYB-dependent gene promoters induces t(8;21)-restricted cell death. We constructed a chimeric protein that contained the MYB DNA-binding domain and the AML1-binding domain of myeloid Elf-1-like factor (MEF). This protein associated with AML1-ETO and directed the complex to MYB-responsive promoters in vitro and in vivo. In the presence of AML1-ETO, the chimeric protein repressed the activity of MYB-responsive promoters, rapidly induced apoptosis, and specifically inhibited colony growth. All these effects occurred only in AML1-ETO-positive cells, whereas no adverse effects were observed in cells not expressing AML1-ETO. Taken together, this study demonstrates that redirection of oncogenic proteins can be used as a strategy to dramatically influence their cellular effects, with the ultimate goal to design highly specific therapies for cancer.


Assuntos
Apoptose/fisiologia , Cromossomos Humanos Par 21/ultraestrutura , Cromossomos Humanos Par 8/ultraestrutura , Leucemia Mieloide/terapia , Proteínas de Neoplasias/fisiologia , Proteínas de Fusão Oncogênica/fisiologia , Regiões Promotoras Genéticas/genética , Proteínas Recombinantes de Fusão/fisiologia , Fatores de Transcrição/fisiologia , Transcrição Gênica , Translocação Genética , Doença Aguda , Animais , Sítios de Ligação , Células COS , Cromossomos Humanos Par 21/genética , Cromossomos Humanos Par 8/genética , Subunidade alfa 2 de Fator de Ligação ao Core , Proteínas de Ligação a DNA/química , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/fisiologia , Genes myb , Humanos , Leucemia Mieloide/genética , Leucemia Mieloide/patologia , Substâncias Macromoleculares , Camundongos , Proteínas de Neoplasias/genética , Proteínas Oncogênicas/genética , Proteínas de Fusão Oncogênica/genética , Ligação Proteica , Estrutura Terciária de Proteína , Proteínas Proto-Oncogênicas c-kit , Proteínas Proto-Oncogênicas c-myb/química , Proteínas Proto-Oncogênicas c-myb/fisiologia , Proteína 1 Parceira de Translocação de RUNX1 , Proteínas Recombinantes de Fusão/genética , Especificidade por Substrato , Fatores de Transcrição/química , Fatores de Transcrição/genética , Células Tumorais Cultivadas , Ensaio Tumoral de Célula-Tronco
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