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1.
Nature ; 616(7957): 461-464, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36858076

RESUMEN

On 26 September 2022, the Double Asteroid Redirection Test (DART) spacecraft struck Dimorphos, a satellite of the asteroid 65803 Didymos1. Because it is a binary system, it is possible to determine how much the orbit of the satellite changed, as part of a test of what is necessary to deflect an asteroid that might threaten Earth with an impact. In nominal cases, pre-impact predictions of the orbital period reduction ranged from roughly 8.8 to 17 min (refs. 2,3). Here we report optical observations of Dimorphos before, during and after the impact, from a network of citizen scientists' telescopes across the world. We find a maximum brightening of 2.29 ± 0.14 mag on impact. Didymos fades back to its pre-impact brightness over the course of 23.7 ± 0.7 days. We estimate lower limits on the mass contained in the ejecta, which was 0.3-0.5% Dimorphos's mass depending on the dust size. We also observe a reddening of the ejecta on impact.

2.
Biotechnol Bioeng ; 120(9): 2588-2600, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-36919374

RESUMEN

The insect cell-baculovirus expression vector system (IC-BEVS) has shown to be a powerful platform to produce complex biopharmaceutical products, such as recombinant proteins and virus-like particles. More recently, IC-BEVS has also been used as an alternative to produce recombinant adeno-associated virus (rAAV). However, little is known about the variability of insect cell populations and the potential effect of heterogeneity (e.g., stochastic infection process and differences in infection kinetics) on product titer and/or quality. In this study, transcriptomics analysis of Sf9 insect cells during the production of rAAV of serotype 2 (rAAV2) using a low multiplicity of infection, dual-baculovirus system was performed via single-cell RNA-sequencing (scRNA-seq). Before infection, the principal source of variability in Sf9 insect cells was associated with the cell cycle. Over the course of infection, an increase in transcriptional heterogeneity was detected, which was linked to the expression of baculovirus genes as well as to differences in rAAV transgenes (rep, cap and gfp) expression. Noteworthy, at 24 h post-infection, only 29.4% of cells enclosed all three necessary rAAV transgenes to produce packed rAAV2 particles, indicating limitations of the dual-baculovirus system. In addition, the trajectory analysis herein performed highlighted that biological processes such as protein folding, metabolic processes, translation, and stress response have been significantly altered upon infection. Overall, this work reports the first application of scRNA-seq to the IC-BEVS and highlights significant variations in individual cells within the population, providing insight into the rational cell and process engineering toward improved rAAV2 production in IC-BEVS.


Asunto(s)
Dependovirus , Vectores Genéticos , Animales , Dependovirus/genética , Transcriptoma/genética , Análisis de Expresión Génica de una Sola Célula , Células Sf9 , Baculoviridae/genética , Baculoviridae/metabolismo , Insectos
3.
Biotechnol Bioeng ; 118(5): 2016-2030, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33586781

RESUMEN

A variety of mechanisms including transcriptional silencing, gene copy loss, and increased susceptibility to cellular stress have been associated with a sudden or gradual loss of monoclonal antibody (mAb) production in Chinese hamster ovary (CHO) cell lines. In this study, we utilized single-cell RNA-seq (scRNA-seq) to study a clonally derived CHO cell line that underwent production instability leading to a dramatic reduction of the levels of mAb produced. From the scRNA-seq data, we identified subclusters associated with variations in the mAb transgenes and observed that heavy chain gene expression was significantly lower than that of the light chain across the population. Using trajectory inference, the evolution of the cell line was reconstructed and was found to correlate with a reduction in heavy and light chain gene expression. Genes encoding for proteins involved in the response to oxidative stress and apoptosis were found to increase in expression as cells progressed along the trajectory. Future studies of CHO cell lines using this technology have the potential to dramatically enhance our understanding of the characteristics underpinning efficient manufacturing performance as well as product quality.


Asunto(s)
Perfilación de la Expresión Génica/métodos , Análisis de la Célula Individual/métodos , Transcriptoma/genética , Animales , Anticuerpos Monoclonales/análisis , Anticuerpos Monoclonales/genética , Anticuerpos Monoclonales/metabolismo , Células CHO , Cricetinae , Cricetulus , Secuenciación de Nucleótidos de Alto Rendimiento , Transgenes/genética
4.
Biotechnol Bioeng ; 117(10): 3224-3231, 2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-32558938

RESUMEN

Our ability to study Chinese hamster ovary (CHO) cell biology has been revolutionised over the last decade following the development of next generation sequencing technology and publication of reference DNA sequences for CHO cells and the Chinese hamster. RNA sequencing has not only enabled the association of transcript expression with bioreactor conditions and desirable bioprocess phenotypes but played a key role in the characterisation of protein coding and small noncoding RNAs. The annotation of long noncoding RNAs, and therefore our understanding of their role in CHO cell biology, has been limited to date. In this manuscript, we use high-resolution RNASeq data to more than double the number of annotated lncRNA transcripts for the CHO K1 genome. In addition, the utilisation of strand-specific sequencing enabled the identification of more than 1,000 new antisense and divergent lncRNAs. The utility of monitoring lncRNA expression is demonstrated through an analysis of the transcriptomic response to a reduction of cell culture temperature and identification of simultaneous sense/antisense differential expression for the first time in CHO cells. To enable further studies of lncRNAs, the transcripts annotated in this study have been made available for the CHO cell biology community.


Asunto(s)
Biología Computacional/métodos , ARN Largo no Codificante/genética , Análisis de Secuencia de ARN/métodos , Animales , Células CHO , Cricetinae , Cricetulus , Genoma , Transcriptoma
5.
Biotechnol Bioeng ; 117(8): 2489-2503, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32346860

RESUMEN

RNA sequencing (RNASeq) has been widely used to associate alterations in Chinese hamster ovary (CHO) cell gene expression with bioprocess phenotypes; however, alternative messenger RNA (mRNA) splicing, has thus far, received little attention. In this study, we utilized RNASeq for transcriptomic analysis of a monoclonal antibody (mAb) producing CHO K1 cell line subjected to a temperature shift. More than 2,465 instances of differential splicing were observed 24 hr after the reduction of cell culture temperature. A total of 1,197 of these alternative splicing events were identified in genes where no changes in abundance were detected by standard differential expression analysis. Ten examples of alternative splicing were selected for independent validation using quantitative polymerase chain reaction in the mAb-producing CHO K1 cell line used for RNASeq and a further two CHO K1 cell lines. This analysis provided evidence that exon skipping and mutually exclusive splicing events occur in genes linked to the cellular response to changes in temperature and mitochondrial function. While further work is required to determine the impact of these changes in mRNA sequence on cellular phenotype, this study demonstrates that alternative splicing analysis can be utilized to gain a deeper understanding of post-transcriptional regulation in CHO cells during biopharmaceutical production.


Asunto(s)
Empalme Alternativo , ARN Mensajero , Transcriptoma , Empalme Alternativo/genética , Empalme Alternativo/fisiología , Animales , Anticuerpos Monoclonales/genética , Anticuerpos Monoclonales/metabolismo , Células CHO , Frío , Cricetinae , Cricetulus , Perfilación de la Expresión Génica , ARN Mensajero/química , ARN Mensajero/genética , ARN Mensajero/metabolismo , Análisis de Secuencia de ARN , Transcriptoma/genética , Transcriptoma/fisiología
6.
Biotechnol Bioeng ; 116(6): 1556-1562, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-30802296

RESUMEN

In this study, we report an investigation of a panel of clonally-derived Chinese hamster ovary (CHO) cell lines exhibiting variability in the proportion of full-length IgG4 Fc-fusion protein produced. The recombinant protein was found to be degraded during cell culture into four shorter "clipped" species (three of the four cleavage sites occurred at arginine residues) and preliminary analyses suggested that a host cell enzyme was responsible for proteolysis. To identify the specific enzyme responsible, RNA sequencing was used to identify gene expression differences between the cell lines with a "high" and "low" clipping phenotype. From this analysis, six protease-encoding genes were found to be significantly upregulated in those cell lines yielding the lowest proportion of full-length IgG4 Fc-fusion protein. Four of these protease candidates were deprioritized after examination of their cleavage site specificity. The remaining enzymes, Adam19 and Furin, were found to be capable of cleavage at arginine residues, and inhibitors for both proteases were added to cell-free media to determine if the product degradation could be reduced. While the Adam19 inhibitor had no impact, Furin inhibitor I (specific for the proprotein convertase family of enzymes) was found to result in a 33-39% increase in complete IgG4 Fc-fusion protein when compared with untreated samples.


Asunto(s)
Inmunoglobulina G/genética , Péptido Hidrolasas/genética , Animales , Células CHO , Cricetulus , Furina/genética , Furina/metabolismo , Perfilación de la Expresión Génica , Secuenciación de Nucleótidos de Alto Rendimiento , Inmunoglobulina G/metabolismo , Péptido Hidrolasas/metabolismo , Proteolisis , Proteínas Recombinantes de Fusión/genética , Proteínas Recombinantes de Fusión/metabolismo , Transcriptoma
7.
J Proteome Res ; 16(2): 748-762, 2017 02 03.
Artículo en Inglés | MEDLINE | ID: mdl-27936757

RESUMEN

The pathological progression from benign monoclonal gammopathy of undetermined significance (MGUS) to smoldering myeloma (SMM) and finally to active myeloma (MM) is poorly understood. Abnormal immunoglobulin G (IgG) glycosylation in myeloma has been reported. Using a glycomic platform composed of hydrophilic interaction UPLC, exoglycosidase digestions, weak anion-exchange chromatography, and mass spectrometry, polyclonal IgG N-glycosylation profiles from 35 patients [MGUS (n = 8), SMM (n = 5), MM (n = 8), complete-response (CR) post-treatment (n = 5), relapse (n = 4), healthy age-matched control (n = 5)] were characterized to map glycan structures in distinct disease phases of multiple myeloma. N-Glycan profiles from MGUS resembled normal control. The abundance of neutral glycans containing terminal galactose was highest in SMM, while agalactosylated glycans and fucosylated glycans were lowest in MM. Three afucosyl-biantennary-digalactosylated-sialylated species (A2G2S1, A2BG2S1, and A2BG2S2) decreased 2.38-, 2.4-, and 4.25-fold, respectively, from benign to active myeloma. Increased light chain sialylation was observed in a longitudinal case of transformation from MGUS to MM. Bisecting N-acetylglucosamine was lowest in the CR group, while highest in relapsed disease. Gene expression levels of FUT 8, ST6GAL1, B4GALT1, RECK, and BACH2 identified from publicly available GEP data supported the glycomic changes seen in MM compared to control. The observed differential glycosylation underlined the heterogeneity of the myeloma spectrum. This study demonstrates the feasibility of mapping glycan modifications on the IgG molecule and provides proof of principle that differential IgG glycosylation patterns can be successfully identified in plasma cell disorders.


Asunto(s)
Inmunoglobulina G/sangre , Mieloma Múltiple/sangre , Recurrencia Local de Neoplasia/sangre , Anciano , Femenino , Glicosilación , Humanos , Masculino , Persona de Mediana Edad , Mieloma Múltiple/patología , Recurrencia Local de Neoplasia/patología , Polisacáridos/sangre
8.
Metab Eng ; 41: 11-22, 2017 05.
Artículo en Inglés | MEDLINE | ID: mdl-28188893

RESUMEN

Recent sequencing of the Chinese hamster ovary (CHO) cell and Chinese hamster genomes has dramatically advanced our ability to understand the biology of these mammalian cell factories. In this study, we focus on the powerhouse of the CHO cell, the mitochondrion. Utilizing a high-resolution next generation sequencing approach we sequenced the Chinese hamster mitochondrial genome for the first time and surveyed the mutational landscape of CHO cell mitochondrial DNA (mtDNA). Depths of coverage ranging from ~3,319X to 8,056X enabled accurate identification of low frequency mutations (>1%), revealing that mtDNA heteroplasmy is widespread in CHO cells. A total of 197 variants at 130 individual nucleotide positions were identified across a panel of 22 cell lines with 81% of variants occurring at an allele frequency of between 1% and 99%. 89% of the heteroplasmic mutations identified were cell line specific with the majority of shared heteroplasmic SNPs and INDELs detected in clones from 2 cell line development projects originating from the same host cell line. The frequency of common predicted loss of function mutations varied significantly amongst the clones indicating that heteroplasmic mtDNA variation could lead to a continuous range of phenotypes and play a role in cell to cell, production run to production run and indeed clone to clone variation in CHO cell metabolism. Experiments that integrate mtDNA sequencing with metabolic flux analysis and metabolomics have the potential to improve cell line selection and enhance CHO cell metabolic phenotypes for biopharmaceutical manufacturing through rational mitochondrial genome engineering.


Asunto(s)
Alelos , Frecuencia de los Genes , Genoma Mitocondrial , Secuenciación de Nucleótidos de Alto Rendimiento , Mutación INDEL , Polimorfismo de Nucleótido Simple , Animales , Células CHO , Cricetinae , Cricetulus
9.
J Immunol ; 192(10): 4913-4920, 2014 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-24733848

RESUMEN

Oxidative stress, a pathogenetic factor in many conditions, including chronic obstructive pulmonary disease, arises due to accumulation of reactive oxygen species and defective antioxidant defenses in the lungs. The latter is due, at least in part, to impaired activation of NF-E2-related factor 2 (Nrf2), a transcription factor involved in the activation of antioxidant and cytoprotective genes. The bromodomain and extraterminal (BET) proteins, Brd2, Brd3, Brd4, and BrdT, bind to acetylated lysine residues on histone or nonhistone proteins recruiting transcriptional regulators and thus activating or repressing gene transcription. We investigated whether BET proteins modulate the regulation of Nrf2-dependent gene expression in primary human airway smooth muscle cells and the human monocytic cell line, THP-1. Inhibition of BET protein bromodomains using the inhibitor JQ1+ or attenuation of Brd2 and Brd4 expression using small interfering RNA led to activation of Nrf2-dependent transcription and expression of the antioxidant proteins heme oxygenase-1, NADPH quinone oxidoreductase 1, and glutamate-cysteine ligase catalytic subunit. Also, JQ1+ prevented H2O2-induced intracellular reactive oxygen species production. By coimmunoprecipitation, BET proteins were found to be complexed with Nrf2, whereas chromatin-immunoprecipitation studies indicated recruitment of Brd2 and Brd4 to Nrf2-binding sites on the promoters of heme oxygenase-1 and NADPH quinone oxidoreductase 1. BET proteins, particularly Brd2 and Brd4, may play a key role in the regulation of Nrf2-dependent antioxidant gene transcription and are hence an important target for augmenting antioxidant responses in oxidative stress-mediated diseases.


Asunto(s)
Regulación Enzimológica de la Expresión Génica/inmunología , Hemo-Oxigenasa 1/inmunología , NAD(P)H Deshidrogenasa (Quinona)/inmunología , Factor 2 Relacionado con NF-E2/inmunología , Proteínas Nucleares/inmunología , Proteínas Serina-Treonina Quinasas/inmunología , Factores de Transcripción/inmunología , Transcripción Genética/inmunología , Azepinas/farmacología , Línea Celular Tumoral , Proteínas Cromosómicas no Histona , Femenino , Regulación Enzimológica de la Expresión Génica/efectos de los fármacos , Regulación Enzimológica de la Expresión Génica/genética , Hemo-Oxigenasa 1/genética , Humanos , Peróxido de Hidrógeno/farmacología , Masculino , NAD(P)H Deshidrogenasa (Quinona)/genética , Factor 2 Relacionado con NF-E2/genética , Proteínas Nucleares/genética , Oxidantes/farmacología , Estrés Oxidativo/efectos de los fármacos , Estrés Oxidativo/genética , Estrés Oxidativo/inmunología , Proteínas Serina-Treonina Quinasas/genética , Factores de Transcripción/genética , Transcripción Genética/genética , Triazoles/farmacología
11.
J Allergy Clin Immunol ; 136(3): 769-80, 2015 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-25828268

RESUMEN

BACKGROUND: Inflammation and oxidative stress play critical roles in patients with chronic obstructive pulmonary disease (COPD). Mitochondrial oxidative stress might be involved in driving the oxidative stress-induced pathology. OBJECTIVE: We sought to determine the effects of oxidative stress on mitochondrial function in the pathophysiology of airway inflammation in ozone-exposed mice and human airway smooth muscle (ASM) cells. METHODS: Mice were exposed to ozone, and lung inflammation, airway hyperresponsiveness (AHR), and mitochondrial function were determined. Human ASM cells were isolated from bronchial biopsy specimens from healthy subjects, smokers, and patients with COPD. Inflammation and mitochondrial function in mice and human ASM cells were measured with and without the presence of the mitochondria-targeted antioxidant MitoQ. RESULTS: Mice exposed to ozone, a source of oxidative stress, had lung inflammation and AHR associated with mitochondrial dysfunction and reflected by decreased mitochondrial membrane potential (ΔΨm), increased mitochondrial oxidative stress, and reduced mitochondrial complex I, III, and V expression. Reversal of mitochondrial dysfunction by the mitochondria-targeted antioxidant MitoQ reduced inflammation and AHR. ASM cells from patients with COPD have reduced ΔΨm, adenosine triphosphate content, complex expression, basal and maximum respiration levels, and respiratory reserve capacity compared with those from healthy control subjects, whereas mitochondrial reactive oxygen species (ROS) levels were increased. Healthy smokers were intermediate between healthy nonsmokers and patients with COPD. Hydrogen peroxide induced mitochondrial dysfunction in ASM cells from healthy subjects. MitoQ and Tiron inhibited TGF-ß-induced ASM cell proliferation and CXCL8 release. CONCLUSIONS: Mitochondrial dysfunction in patients with COPD is associated with excessive mitochondrial ROS levels, which contribute to enhanced inflammation and cell hyperproliferation. Targeting mitochondrial ROS represents a promising therapeutic approach in patients with COPD.


Asunto(s)
Antioxidantes/farmacología , Mitocondrias/metabolismo , Músculo Liso/metabolismo , Compuestos Organofosforados/farmacología , Enfermedad Pulmonar Obstructiva Crónica/metabolismo , Sistema Respiratorio/metabolismo , Ubiquinona/análogos & derivados , Adulto , Anciano , Remodelación de las Vías Aéreas (Respiratorias)/genética , Animales , Hiperreactividad Bronquial/inducido químicamente , Hiperreactividad Bronquial/tratamiento farmacológico , Hiperreactividad Bronquial/genética , Hiperreactividad Bronquial/patología , Proteínas del Complejo de Cadena de Transporte de Electrón/genética , Proteínas del Complejo de Cadena de Transporte de Electrón/metabolismo , Femenino , Regulación de la Expresión Génica , Humanos , Peróxido de Hidrógeno/farmacología , Masculino , Potencial de la Membrana Mitocondrial/efectos de los fármacos , Ratones , Persona de Mediana Edad , Mitocondrias/efectos de los fármacos , Mitocondrias/patología , Músculo Liso/efectos de los fármacos , Músculo Liso/patología , Miocitos del Músculo Liso/efectos de los fármacos , Miocitos del Músculo Liso/metabolismo , Miocitos del Músculo Liso/patología , Estrés Oxidativo/efectos de los fármacos , Ozono , Neumonía/inducido químicamente , Neumonía/tratamiento farmacológico , Neumonía/genética , Neumonía/patología , Enfermedad Pulmonar Obstructiva Crónica/inducido químicamente , Enfermedad Pulmonar Obstructiva Crónica/genética , Enfermedad Pulmonar Obstructiva Crónica/patología , Especies Reactivas de Oxígeno/antagonistas & inhibidores , Especies Reactivas de Oxígeno/metabolismo , Sistema Respiratorio/efectos de los fármacos , Sistema Respiratorio/patología , Transducción de Señal , Fumar/metabolismo , Fumar/fisiopatología , Ubiquinona/farmacología
12.
Int J Health Care Qual Assur ; 28(3): 288-99, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-25860925

RESUMEN

PURPOSE: The purpose of this paper is to examine if customer care (CC) can be directly linked to patient safety through a human factors (HF) framework. DESIGN/METHODOLOGY/APPROACH: Data from an online questionnaire, completed by a convenience healthcare worker sample (n=373), was interrogated using thematic analysis within Vincent et al.'s (1998) HF theoretical framework. This proposes seven areas affecting patient safety: institutional context, organisation and management, work environment, team factors, individual, task and patient. FINDINGS: Analysis identified responses addressing all framework areas. Responses (597) principally focused on work environment 40.7 per cent (n=243), organisation and management 28.8 per cent (n=172). Nevertheless, reference to other framework areas were clearly visible within the data: teams 10.2 per cent (n=61), individual 6.7 per cent (n=40), patients 6.0 per cent (n=36), tasks 4.2 per cent (n=24) and institution 3.5 per cent (n=21). Findings demonstrate congruence between CC perceptions and patient safety within a HF framework. RESEARCH LIMITATIONS/IMPLICATIONS: The questionnaire requested participants to identify barriers to rather than CC enablers. Although this was at a single site complex organisation, it was similar to those throughout the NHS and other international health systems. PRACTICAL IMPLICATIONS: CC can be viewed as consonant with patient safety rather than the potentially dangerous consumerisation stance, which could ultimately compromise patient safety. ORIGINALITY/VALUE: This work provides an original perspective on the link between CC and patient safety and has the potential to re-focus healthcare perceptions.


Asunto(s)
Actitud del Personal de Salud , Cultura Organizacional , Seguridad del Paciente , Mejoramiento de la Calidad , Comunicación , Eficiencia Organizacional , Femenino , Humanos , Masculino , Modelos Organizacionales , Objetivos Organizacionales , Medicina Estatal , Encuestas y Cuestionarios , Reino Unido
13.
BMC Genomics ; 15: 904, 2014 Oct 17.
Artículo en Inglés | MEDLINE | ID: mdl-25322877

RESUMEN

BACKGROUND: Bone destruction is a feature of multiple myeloma, characterised by osteolytic bone destruction due to increased osteoclast activity and suppressed or absent osteoblast activity. Almost all multiple myeloma patients develop osteolytic bone lesions associated with severe and debilitating bone pain, pathologic fractures, hypercalcemia, and spinal cord compression, as well as increased mortality. Biomarkers of bone remodelling are used to identify disease characteristics that can help select the optimal management of patients. However, more accurate biomarkers are needed to effectively mirror the dynamics of bone disease activity. RESULTS: A label-free mass spectrometry-based strategy was employed for discovery phase analysis of fractionated patient serum samples associated with no or high bone disease. A number of proteins were identified which were statistically significantly correlated with bone disease, including enzymes, extracellular matrix glycoproteins, and components of the complement system. CONCLUSIONS: Enzyme-linked immunosorbent assay of complement C4 and serum paraoxonase/arylesterase 1 indicated that these proteins were associated with high bone disease in a larger independent cohort of patient samples. These biomolecules may therefore be clinically useful in assessing the extent of bone disease.


Asunto(s)
Enfermedades Óseas/complicaciones , Mieloma Múltiple/sangre , Mieloma Múltiple/complicaciones , Proteoma/metabolismo , Proteómica , Área Bajo la Curva , Humanos , Mieloma Múltiple/metabolismo
14.
Mol Cancer ; 13: 241, 2014 Oct 24.
Artículo en Inglés | MEDLINE | ID: mdl-25344116

RESUMEN

BACKGROUND: Ovarian cancer has the lowest survival rate of all gynaecologic cancers and is characterised by a lack of early symptoms and frequent late stage diagnosis. There is a paucity of robust molecular markers that are independent of and complementary to clinical parameters such as disease stage and tumour grade. METHODS: We have developed a user-friendly, web-based system to evaluate the association of genes/miRNAs with outcome in ovarian cancer. The OvMark algorithm combines data from multiple microarray platforms (including probesets targeting miRNAs) and correlates them with clinical parameters (e.g. tumour grade, stage) and outcomes (disease free survival (DFS), overall survival). In total, OvMark combines 14 datasets from 7 different array platforms measuring the expression of ~17,000 genes and 341 miRNAs across 2,129 ovarian cancer samples. RESULTS: To demonstrate the utility of the system we confirmed the prognostic ability of 14 genes and 2 miRNAs known to play a role in ovarian cancer. Of these genes, CXCL12 was the most significant predictor of DFS (HR = 1.42, p-value = 2.42x10-6). Surprisingly, those genes found to have the greatest correlation with outcome have not been heavily studied in ovarian cancer, or in some cases in any cancer. For instance, the three genes with the greatest association with survival are SNAI3, VWA3A and DNAH12. CONCLUSIONS/IMPACT: OvMark is a powerful tool for examining putative gene/miRNA prognostic biomarkers in ovarian cancer (available at http://glados.ucd.ie/OvMark/index.html). The impact of this tool will be in the preliminary assessment of putative biomarkers in ovarian cancer, particularly for research groups with limited bioinformatics facilities.


Asunto(s)
Algoritmos , Biomarcadores de Tumor/genética , Bases de Datos Genéticas , Regulación Neoplásica de la Expresión Génica , Neoplasias Ováricas/genética , Interfaz Usuario-Computador , Femenino , Genes Relacionados con las Neoplasias , Humanos , MicroARNs/genética , MicroARNs/metabolismo , Pronóstico , ARN Mensajero/genética , ARN Mensajero/metabolismo , Transcriptoma/genética
15.
Clin Sci (Lond) ; 126(6): 425-40, 2014 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-24040961

RESUMEN

Ozone is an oxidizing environmental pollutant that contributes significantly to respiratory health. Exposure to increased levels of ozone has been associated with worsening of symptoms of patients with asthma and COPD (chronic obstructive pulmonary disease). In the present study, we investigated the acute and chronic effects of ozone exposure-induced oxidative stress-related inflammation mechanics in mouse lung. In particular, we investigated the oxidative stress-induced effects on HDAC2 (histone deacetylase 2) modification and activation of the Nrf2 (nuclear factor erythroid-related factor 2) and HIF-1α (hypoxia-inducible factor-1α) signalling pathways. Male C57BL/6 mice were exposed to ozone (3 p.p.m.) for 3 h a day, twice a week for a period of 1, 3 or 6 weeks. Control mice were exposed to normal air. After the last exposure, mice were killed for BAL (bronchoalveolar lavage) fluid and lung tissue collection. BAL total cell counts were elevated at all of the time points studied. This was associated with increased levels of chemokines and cytokines in all ozone-exposed groups, indicating the presence of a persistent inflammatory environment in the lung. Increased inflammation and Lm (mean linear intercept) scores were observed in chronic exposed mice, indicating emphysematous changes were present in lungs of chronic exposed mice. The antioxidative stress response was active (indicated by increased Nrf2 activity and protein) after 1 week of ozone exposure, but this ability was lost after 3 and 6 weeks of ozone exposure. The transcription factor HIF-1α was elevated in 3- and 6-week ozone-exposed mice and this was associated with increased gene expression levels of several HIF-1α target genes including Hdac2 (histone deacetylase 2), Vegf (vascular endothelial growth factor), Keap1 (kelch-like ECH-associated protein 1) and Mif (macrophage migration inhibitory factor). HDAC2 protein was found to be phosphorylated and carbonylated in nuclear and cytoplasm fractions, respectively, and was associated with a decrease in DNA-binding activity and protein expression of HDAC2. Decreased HDAC2 activity, most likely a direct result of protein modification, in combination with the loss of the antioxidative stress response and activation of the HIF-1α pathway, contribute to the inflammatory response and emphysema observed in ozone-exposed mice.


Asunto(s)
Contaminantes Atmosféricos/farmacología , Estrés Oxidativo/efectos de los fármacos , Ozono/farmacología , Neumonía/inducido químicamente , Anciano , Animales , Antioxidantes/metabolismo , Líquido del Lavado Bronquioalveolar/citología , Recuento de Células , Células Cultivadas , Citocinas/biosíntesis , Modelos Animales de Enfermedad , Regulación de la Expresión Génica/efectos de los fármacos , Histona Desacetilasa 2/metabolismo , Humanos , Subunidad alfa del Factor 1 Inducible por Hipoxia/metabolismo , Mediadores de Inflamación/metabolismo , Masculino , Ratones , Ratones Endogámicos C57BL , Persona de Mediana Edad , Factor 2 Relacionado con NF-E2/metabolismo , Oxidantes Fotoquímicos/administración & dosificación , Oxidantes Fotoquímicos/farmacología , Ozono/administración & dosificación , Fosforilación/efectos de los fármacos , Neumonía/genética , Neumonía/patología , Neumonía/fisiopatología , Enfisema Pulmonar/inducido químicamente , ARN Mensajero/genética , Superóxido Dismutasa/metabolismo
16.
Front Bioeng Biotechnol ; 12: 1304951, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38440325

RESUMEN

Chinese hamster ovary (CHO) cells have a long history in the biopharmaceutical industry and currently produce the vast majority of recombinant therapeutic proteins. A key step in controlling the process and product consistency is the development of a producer cell line derived from a single cell clone. However, it is recognized that genetic and phenotypic heterogeneity between individual cells in a clonal CHO population tends to arise over time. Previous bulk analysis of CHO cell populations revealed considerable variation within the mtDNA sequence (heteroplasmy), which could have implications for the performance of the cell line. By analyzing the heteroplasmy of single cells within the same population, this heterogeneity can be characterized with greater resolution. Such analysis may identify heterogeneity in the mitochondrial genome, which impacts the overall phenotypic performance of a producer cell population, and potentially reveal routes for genetic engineering. A critical first step is the development of robust experimental and computational methods to enable single cell mtDNA sequencing (termed scmtDNAseq). Here, we present a protocol from cell culture to bioinformatic analysis and provide preliminary evidence of significant mtDNA heteroplasmy across a small panel of single CHO cells.

17.
Carcinogenesis ; 34(10): 2300-8, 2013 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-23740839

RESUMEN

Weighted gene coexpression network analysis (WGCNA) is a powerful 'guilt-by-association'-based method to extract coexpressed groups of genes from large heterogeneous messenger RNA expression data sets. We have utilized WGCNA to identify 11 coregulated gene clusters across 2342 breast cancer samples from 13 microarray-based gene expression studies. A number of these transcriptional modules were found to be correlated to clinicopathological variables (e.g. tumor grade), survival endpoints for breast cancer as a whole (disease-free survival, distant disease-free survival and overall survival) and also its molecular subtypes (luminal A, luminal B, HER2+ and basal-like). Examples of findings arising from this work include the identification of a cluster of proliferation-related genes that when upregulated correlated to increased tumor grade and were associated with poor survival in general. The prognostic potential of novel genes, for example, ubiquitin-conjugating enzyme E2S (UBE2S) within this group was confirmed in an independent data set. In addition, gene clusters were also associated with survival for breast cancer molecular subtypes including a cluster of genes that was found to correlate with prognosis exclusively for basal-like breast cancer. The upregulation of several single genes within this coexpression cluster, for example, the potassium channel, subfamily K, member 5 (KCNK5) was associated with poor outcome for the basal-like molecular subtype. We have developed an online database to allow user-friendly access to the coexpression patterns and the survival analysis outputs uncovered in this study (available at http://glados.ucd.ie/Coexpression/).


Asunto(s)
Neoplasias de la Mama/genética , Neoplasias de la Mama/mortalidad , Regulación Neoplásica de la Expresión Génica , Redes Reguladoras de Genes , Transcripción Genética , Neoplasias de la Mama/patología , Femenino , Estudio de Asociación del Genoma Completo , Humanos , Familia de Multigenes/genética , Reproducibilidad de los Resultados
18.
Breast Cancer Res ; 15(4): R52, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23820017

RESUMEN

INTRODUCTION: Breast cancer is a complex heterogeneous disease for which a substantial resource of transcriptomic data is available. Gene expression data have facilitated the division of breast cancer into, at least, five molecular subtypes, namely luminal A, luminal B, HER2, normal-like and basal. Once identified, breast cancer subtypes can inform clinical decisions surrounding patient treatment and prognosis. Indeed, it is important to identify patients at risk of developing aggressive disease so as to tailor the level of clinical intervention. METHODS: We have developed a user-friendly, web-based system to allow the evaluation of genes/microRNAs (miRNAs) that are significantly associated with survival in breast cancer and its molecular subtypes. The algorithm combines gene expression data from multiple microarray experiments which frequently also contain miRNA expression information, and detailed clinical data to correlate outcome with gene/miRNA expression levels. This algorithm integrates gene expression and survival data from 26 datasets on 12 different microarray platforms corresponding to approximately 17,000 genes in up to 4,738 samples. In addition, the prognostic potential of 341 miRNAs can be analysed. RESULTS: We demonstrated the robustness of our approach in comparison to two commercially available prognostic tests, oncotype DX and MammaPrint. Our algorithm complements these prognostic tests and is consistent with their findings. In addition, BreastMark can act as a powerful reductionist approach to these more complex gene signatures, eliminating superfluous genes, potentially reducing the cost and complexity of these multi-index assays. Known miRNA prognostic markers, mir-205 and mir-93, were used to confirm the prognostic value of this tool in a miRNA setting. We also applied the algorithm to examine expression of 58 receptor tyrosine kinases in the basal-like subtype, identifying six receptor tyrosine kinases associated with poor disease-free survival and/or overall survival (EPHA5, FGFR1, FGFR3, VEGFR1, PDGFRß, and TIE1). A web application for using this algorithm is currently available. CONCLUSIONS: BreastMark is a powerful tool for examining putative gene/miRNA prognostic markers in breast cancer. The value of this tool will be in the preliminary assessment of putative biomarkers in breast cancer. It will be of particular use to research groups with limited bioinformatics facilities.


Asunto(s)
Neoplasias de la Mama/genética , Minería de Datos/métodos , Perfilación de la Expresión Génica , Programas Informáticos , Transcriptoma , Adulto , Anciano , Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/mortalidad , Biología Computacional/métodos , Bases de Datos de Ácidos Nucleicos , Femenino , Humanos , MicroARNs/genética , Persona de Mediana Edad , Pronóstico , Proteínas Tirosina Quinasas Receptoras/genética , Reproducibilidad de los Resultados , Navegador Web
19.
Exp Cell Res ; 318(5): 641-52, 2012 Mar 10.
Artículo en Inglés | MEDLINE | ID: mdl-22285130

RESUMEN

High-grade gliomas (HGG), are the most common aggressive brain tumours in adults. Inhibitors targeting growth factor signalling pathways in glioma have shown a low clinical response rate. To accurately evaluate response to targeted therapies further in vitro studies are necessary. Growth factor pathway expression using epidermal growth factor receptor (EGFR), mutant EGFR (EGFRvIII), platelet derived growth factor receptor (PDGFR), C-Kit and C-Abl together with phosphatase and tensin homolog (PTEN) expression and downstream activation of AKT and phosphorylated ribosomal protein S6 (P70S6K) was analysed in 26 primary glioma cultures treated with the tyrosine kinase inhibitors (TKIs) erlotinib, gefitinib and imatinib. Response to TKIs was assessed using 50% inhibitory concentrations (IC(50)). Response for each culture was compared with the EGFR/PDGFR immunocytochemical pathway profile using hierarchical cluster analysis (HCA) and principal component analysis (PCA). Erlotinib response was not strongly associated with high expression of the growth factor pathway components. PTEN expression did not correlate with response to any of the three TKIs. Increased EGFR expression was associated with gefitinib response; increased PDGFR-α expression was associated with imatinib response. The results of this in vitro study suggest gefitinib and imatinib may have therapeutic potential in HGG tumours with a corresponding growth factor receptor expression profile.


Asunto(s)
Antineoplásicos/farmacología , Neoplasias Encefálicas/patología , Glioma/patología , Piperazinas/farmacología , Inhibidores de Proteínas Quinasas/farmacología , Pirimidinas/farmacología , Quinazolinas/farmacología , Células Tumorales Cultivadas/efectos de los fármacos , Adulto , Anciano , Benzamidas , Neoplasias Encefálicas/mortalidad , Proliferación Celular , Receptores ErbB/genética , Receptores ErbB/metabolismo , Clorhidrato de Erlotinib , Femenino , Gefitinib , Expresión Génica , Humanos , Mesilato de Imatinib , Masculino , Persona de Mediana Edad , Fosfohidrolasa PTEN/metabolismo , Proteínas Proto-Oncogénicas c-abl/metabolismo , Proteínas Proto-Oncogénicas c-kit/metabolismo , Receptor alfa de Factor de Crecimiento Derivado de Plaquetas/metabolismo , Receptor beta de Factor de Crecimiento Derivado de Plaquetas/genética , Receptor beta de Factor de Crecimiento Derivado de Plaquetas/metabolismo , Tasa de Supervivencia , Células Tumorales Cultivadas/metabolismo , Adulto Joven
20.
BMC Womens Health ; 13: 53, 2013 Dec 27.
Artículo en Inglés | MEDLINE | ID: mdl-24373740

RESUMEN

BACKGROUND: The aim of this study was to establish the prevalence and risk factors for intergenerational (IG)-sex in females aged 15-19 residing in Barbados. METHODS: This cross sectional cluster survey was conducted in a 2.6% national sample in the age range (n = 261) recruited from multiple polling districts chosen with a probability proportional to size. Consent was obtained from participants aged ≥18 years or from parents/guardians of participants <18 years, with participant assent. The prevalence of age at first sex was analyzed using a life table approach and risk factors for IG sex (defined as sexual relations with a male 10 or more years older) were analyzed by logistic regression, adjusting for age. RESULTS: 51.0% of adolescent females in the survey reported ever having had sex, among whom prevalence of IG-sex was 13.2% (95% CI: 6.7-19.8) at first sex, 29.0% (22.3-35.7) within the preceding twelve months, and 34.8% (24.3-45.4) ever. Condom use at first sex was positively related to willingness to have sex (F statistic = 9.8, p = 0.001). The strongest determinant for IG-sex was age of sexual debut (age adjusted Odds Ratio [95% CI]: 0.58[0.41-0.83]), followed by money or gifts received from the partner (2.91[1.17-7.23] and self-esteem (0.33[0.11-0.95]). CONCLUSIONS: The survey establishes a high rate of IG-sex in Barbados, a 'high income' country. Most insightful is that risk of IG-sex nearly halved for every year at which first sex was delayed. A high proportion of coerced sex was reported at first sexual experience and this was linked to poor condom use. Affirmative prevention approaches are recommended to boost self-acclamation of adolescent women within less coercive relationships, especially during their first sexual encounter.


Asunto(s)
Conducta Sexual/estadística & datos numéricos , Parejas Sexuales , Sexo Inseguro/estadística & datos numéricos , Adolescente , Factores de Edad , Barbados , Coerción , Condones/estadística & datos numéricos , Estudios Transversales , Femenino , Humanos , Modelos Logísticos , Prevalencia , Factores de Riesgo , Autoimagen , Encuestas y Cuestionarios , Adulto Joven
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