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1.
Cell ; 158(2): 339-352, 2014 Jul 17.
Artigo em Inglês | MEDLINE | ID: mdl-24998931

RESUMO

During B lymphocyte development, immunoglobulin heavy-chain variable (VH), diversity (DH), and joining (JH) segments assemble to generate a diverse antigen receptor repertoire. Here, we have marked the distal VH and DH-JH-Eµ regions with Tet-operator binding sites and traced their 3D trajectories in pro-B cells transduced with a retrovirus encoding Tet-repressor-EGFP. We found that these elements displayed fractional Langevin motion (fLm) due to the viscoelastic hindrance from the surrounding network of proteins and chromatin fibers. Using fractional Langevin dynamics modeling, we found that, with high probability, DHJH elements reach a VH element within minutes. Spatial confinement emerged as the dominant parameter that determined the frequency of such encounters. We propose that the viscoelastic nature of the nuclear environment causes coding elements and regulatory elements to bounce back and forth in a spring-like fashion until specific genomic interactions are established and that spatial confinement of topological domains largely controls first-passage times for genomic interactions.


Assuntos
Cadeias Pesadas de Imunoglobulinas/genética , Recombinação V(D)J , Animais , Fenômenos Biomecânicos , Elasticidade , Células-Tronco Embrionárias/metabolismo , Elementos Facilitadores Genéticos , Regulação da Expressão Gênica , Vetores Genéticos , Camundongos , Células Precursoras de Linfócitos B/metabolismo , Transdução Genética , Viscosidade
2.
Proc Natl Acad Sci U S A ; 119(26): e2119101119, 2022 06 28.
Artigo em Inglês | MEDLINE | ID: mdl-35749363

RESUMO

Cryoelectron tomography of the cell nucleus using scanning transmission electron microscopy and deconvolution processing technology has highlighted a large-scale, 100- to 300-nm interphase chromosome structure, which is present throughout the nucleus. This study further documents and analyzes these chromosome structures. The paper is divided into four parts: 1) evidence (preliminary) for a unified interphase chromosome structure; 2) a proposed unified interphase chromosome architecture; 3) organization as chromosome territories (e.g., fitting the 46 human chromosomes into a 10-µm-diameter nucleus); and 4) structure unification into a polytene chromosome architecture and lampbrush chromosomes. Finally, the paper concludes with a living light microscopy cell study showing that the G1 nucleus contains very similar structures throughout. The main finding is that this chromosome structure appears to coil the 11-nm nucleosome fiber into a defined hollow structure, analogous to a Slinky helical spring [https://en.wikipedia.org/wiki/Slinky; motif used in Bowerman et al., eLife 10, e65587 (2021)]. This Slinky architecture can be used to build chromosome territories, extended to the polytene chromosome structure, as well as to the structure of lampbrush chromosomes.


Assuntos
Núcleo Celular , Cromossomos Humanos , Interfase , Núcleo Celular/genética , Cromatina/genética , Cromossomos Humanos/química , Humanos , Interfase/genética , Nucleossomos/química
3.
Respir Res ; 25(1): 23, 2024 Jan 10.
Artigo em Inglês | MEDLINE | ID: mdl-38200492

RESUMO

BACKGROUND: Electronic cigarette (e-cig) vaping has increased in the past decade in the US, and e-cig use is misleadingly marketed as a safe cessation for quitting smoking. The main constituents in e-liquid are humectants, such as propylene glycol (PG) and vegetable glycerine (VG), but different flavoring chemicals are also used. However, the toxicology profile of flavored e-cigs in the pulmonary tract is lacking. We hypothesized that menthol and tobacco-flavored e-cig (nicotine-free) exposure results in inflammatory responses and dysregulated repair in lung fibroblast and epithelium. METHOD: We exposed lung fibroblast (HFL-1) and epithelium (BEAS-2B) to Air, PG/VG, menthol flavored, or tobacco-flavored e-cig, and determined the cytotoxicity, inflammation, and wound healing ability in 2D cells and 3D microtissue chip models. RESULTS: After exposure, HFL-1 showed decreased cell number with increased IL-8 levels in the tobacco flavor group compared to air. BEAS-2B also showed increased IL-8 secretion after PG/VG and tobacco flavor exposure, while menthol flavor exposure showed no change. Both menthol and tobacco-flavored e-cig exposure showed decreased protein abundance of type 1 collagen α 1 (COL1A1), α-smooth-muscle actin (αSMA), and fibronectin as well as decreased gene expression level of αSMA (Acta2) in HFL-1. After tobacco flavor e-cig exposure, HFL-1 mediated wound healing and tissue contractility were inhibited. Furthermore, BEAS-2B exposed to menthol flavor showed significantly decreased tight junction gene expressions, such as CDH1, OCLN, and TJP1. CONCLUSION: Overall, tobacco-flavored e-cig exposure induces inflammation in both epithelium and fibroblasts, and tobacco-flavored e-cig inhibits wound healing ability in fibroblasts.


Assuntos
Sistemas Eletrônicos de Liberação de Nicotina , Nicotina , Nicotina/toxicidade , Mentol , Interleucina-8 , Epitélio , Fibroblastos , Inflamação/induzido quimicamente , Produtos do Tabaco
4.
Am Heart J ; 249: 34-44, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35339451

RESUMO

BACKGROUND: Little is known about the prevalence and prognostic impact of preexisting frailty on acute care and in-hospital outcomes in older adults in the setting of acute myocardial infarction (AMI). METHODS: Preexisting frailty was assessed at baseline in consecutive AMI patients ≥65 years of age treated at 778 hospitals participating in the NCDR ACTION Registry between January 1, 2015 to December 31, 2016. Three domains of preexisting frailty (cognition, ambulation, and functional independence) were abstracted from chart review and summed in 2 ways: an ACTION Frailty Scale based on responses to 6 groups adapted from the Canadian Study of Health and Aging Clinical Frailty Scale and an ACTION Frailty Score derived by summing a rank score of 0-2 assigned for each grade (total ranged between 0 to 6). Multivariable logistic regression examined the association between assigned frailty by score or scale and in-hospital mortality. RESULTS: Among 143,722 older AMI patients, 108,059 (75.2%) were fit and/or well and 6,484 (4.5%) were vulnerable to frailty, while 7,527 (5.2%) had mild, 3,913 (2.7%) had moderate, 2,715 had (1.9%) severe, and 632 (0.4%) had very severe frailty according to the ACTION Frailty Scale, while 14,392 (10.0%) could not be categorized due to incomplete ascertainment. Frail patients were older, more frequently female, of non-white race and/or ethnicity, and less likely to be treated with guideline-recommended therapies. Increasing severity of frailty by this scale was associated with a step-wise higher risk for in-hospital mortality (P-trend < .001). Patient categories of the ACTION Frailty Score provided similar results. After adjustment, each 1-unit increase in Frailty Score was associated with a 12% higher mortality risk (OR 1.12, 95% CI 1.10-1.15). CONCLUSIONS: Among older patients with acute myocardial infarction, frailty is common and independently associated with in-hospital mortality. These findings show the importance of pragmatic evaluation of frailty in hospital-level quality scores, guideline recommendations, and incorporation into other registry data collection efforts.


Assuntos
Fragilidade , Infarto do Miocárdio , Idoso , Canadá/epidemiologia , Feminino , Idoso Fragilizado , Fragilidade/complicações , Fragilidade/epidemiologia , Mortalidade Hospitalar , Humanos , Infarto do Miocárdio/complicações , Infarto do Miocárdio/epidemiologia , Sistema de Registros
5.
J Infect Dis ; 222(12): 2012-2020, 2020 11 13.
Artigo em Inglês | MEDLINE | ID: mdl-32502252

RESUMO

BACKGROUND: Advanced liver disease due to hepatitis C virus (HCV) is a leading cause of human immunodeficiency virus (HIV)-related morbidity and mortality. There remains a need to develop noninvasive predictors of clinical outcomes in persons with HIV/HCV coinfection. METHODS: We conducted a nested case-control study in 126 patients with HIV/HCV and utilized multiple quantitative metabolomic assays to identify a prognostic profile that predicts end-stage liver disease (ESLD) events including ascites, hepatic encephalopathy, hepatocellular carcinoma, esophageal variceal bleed, and spontaneous bacterial peritonitis. Each analyte class was included in predictive modeling, and area under the receiver operator characteristic curves (AUC) and accuracy were determined. RESULTS: The baseline model including demographic and clinical data had an AUC of 0.79. Three models (baseline plus amino acids, lipid metabolites, or all combined metabolites) had very good accuracy (AUC, 0.84-0.89) in differentiating patients at risk of developing an ESLD complication up to 2 years in advance. The all combined metabolites model had sensitivity 0.70, specificity 0.85, positive likelihood ratio 4.78, and negative likelihood ratio 0.35. CONCLUSIONS: We report that quantification of a novel set of metabolites may allow earlier identification of patients with HIV/HCV who have the greatest risk of developing ESLD clinical events.


Assuntos
Doença Hepática Terminal/metabolismo , Doença Hepática Terminal/virologia , Infecções por HIV/complicações , Hepatite C/complicações , Metaboloma , Aminoácidos/metabolismo , Ácidos e Sais Biliares/metabolismo , Biomarcadores/metabolismo , Estudos de Casos e Controles , Coinfecção , Ácidos Graxos/metabolismo , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Modelos Biológicos , Valor Preditivo dos Testes , Prognóstico
6.
Am J Respir Cell Mol Biol ; 63(6): 794-805, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32853043

RESUMO

Electronic-cigarette (e-cig) vaping is a serious concern, as many pregnant women who vape consider it safe. However, little is known about the harmful effects of prenatal e-cig exposure on adult offspring, especially on extracellular-matrix (ECM) deposition and myogenesis in the lungs of offspring. We evaluated the biochemical and molecular implications of maternal exposure during pregnancy to e-cig aerosols on the adult offspring of both sexes, with a particular focus on pulmonary ECM remodeling and myogenesis. Pregnant CD-1 mice were exposed to e-cig aerosols with or without nicotine, throughout gestation, and lungs were collected from adult male and female offspring. Compared with the air-exposed control group, female mice exposed to e-cig aerosols, with or without nicotine, demonstrated increased lung protein abundance of LEF-1 (lymphoid enhancer-binding factor 1), fibronectin, and E-cadherin, whereas altered E-cadherin and PPARγ (peroxisome proliferator-activated receptor γ) levels were observed only in males exposed to e-cig aerosols with nicotine. Moreover, lipogenic and myogenic mRNAs were dysregulated in adult offspring in a sex-dependent manner. PAI-1 (plasminogen activator inhibitor-1), one of the ECM regulators, was significantly increased in females exposed prenatally to e-cig aerosols with nicotine and in males exposed to e-cig aerosols compared with control animals exposed to air. MMP9 (matrix metalloproteinase 9), a downstream target of PAI-1, was downregulated in both sexes exposed to e-cig aerosols with nicotine. No differences in lung histology were observed among any of the treatment groups. Overall, adult mice exposed prenatally to e-cig aerosols could be predisposed to developing pulmonary disease later in life. Thus, these findings suggest that vaping during pregnancy is unsafe and increases the propensity for later-life interstitial lung diseases.


Assuntos
Aerossóis/farmacologia , Sistemas Eletrônicos de Liberação de Nicotina , Efeitos Tardios da Exposição Pré-Natal/patologia , Fatores Sexuais , Animais , Feminino , Pulmão/efeitos dos fármacos , Pulmão/patologia , Pneumopatias/induzido quimicamente , Pneumopatias/patologia , Camundongos , Nicotina/farmacologia , Gravidez
7.
Respir Res ; 21(1): 154, 2020 Jun 18.
Artigo em Inglês | MEDLINE | ID: mdl-32552811

RESUMO

Electronic cigarette (e-cig) vaping is increasing rapidly in the United States, as e-cigs are considered less harmful than combustible cigarettes. However, limited research has been conducted to understand the possible mechanisms that mediate toxicity and pulmonary health effects of e-cigs. We hypothesized that sub-chronic e-cig exposure induces inflammatory response and dysregulated repair/extracellular matrix (ECM) remodeling, which occur through the α7 nicotinic acetylcholine receptor (nAChRα7). Adult wild-type (WT), nAChRα7 knockout (KO), and lung epithelial cell-specific KO (nAChRα7 CreCC10) mice were exposed to e-cig aerosol containing propylene glycol (PG) with or without nicotine. Bronchoalveolar lavage fluids (BALF) and lung tissues were collected to determine e-cig induced inflammatory response and ECM remodeling, respectively. Sub-chronic e-cig exposure with nicotine increased inflammatory cellular influx of macrophages and T-lymphocytes including increased pro-inflammatory cytokines in BALF and increased SARS-Cov-2 Covid-19 ACE2 receptor, whereas nAChRα7 KO mice show reduced inflammatory responses associated with decreased ACE2 receptor. Interestingly, matrix metalloproteinases (MMPs), such as MMP2, MMP8 and MMP9, were altered both at the protein and mRNA transcript levels in female and male KO mice, but WT mice exposed to PG alone showed a sex-dependent phenotype. Moreover, MMP12 was increased significantly in male mice exposed to PG with or without nicotine in a nAChRα7-dependent manner. Additionally, sub-chronic e-cig exposure with or without nicotine altered the abundance of ECM proteins, such as collagen and fibronectin, significantly in a sex-dependent manner, but without the direct role of nAChRα7 gene. Overall, sub-chronic e-cig exposure with or without nicotine affected lung inflammation and repair responses/ECM remodeling, which were mediated by nAChRα7 in a sex-dependent manner.


Assuntos
Infecções por Coronavirus/epidemiologia , Sistemas Eletrônicos de Liberação de Nicotina , Peptidil Dipeptidase A/metabolismo , Pneumonia Viral/epidemiologia , Pneumonia/metabolismo , Vaping/efeitos adversos , Receptor Nicotínico de Acetilcolina alfa7/genética , Enzima de Conversão de Angiotensina 2 , Animais , Gasometria , Western Blotting , Líquido da Lavagem Broncoalveolar , COVID-19 , Citocinas/análise , Modelos Animais de Doenças , Feminino , Humanos , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Pandemias , Pneumonia/fisiopatologia , Distribuição Aleatória , Valores de Referência , Papel (figurativo) , Síndrome Respiratória Aguda Grave/epidemiologia , Transdução de Sinais/genética
8.
Lung ; 197(6): 699-707, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31541276

RESUMO

PURPOSE: In patients with idiopathic pulmonary fibrosis (IPF), hospitalizations are associated with high mortality. We sought to determine in-hospital mortality rates and factors associated with in-hospital mortality in patients with IPF. METHODS: Patients with IPF were identified from the Premier Healthcare Database, a representative administrative dataset that includes > 20% of hospital discharges in the US, using an algorithm based on diagnostic codes and billing data. We used logistic regression to analyze associations between patient-, hospital-, and treatment-related characteristics and a composite primary outcome of death during the index visit, lung transplant during the index visit and > 1 day after admission, or death during a readmission within 90 days. RESULTS: The cohort comprised 6665 patients with IPF hospitalized between October 2011 and October 2014. A total of 963 (14.4%) met the primary outcome. Factors significantly associated with a higher risk of the primary outcome included mechanical ventilation [odds ratio 4.65 (95% CI 3.73, 5.80)], admission to the intensive care unit [1.83 (1.52, 2.21)], treatment with opioids (3.06 [2.57, 3.65]), and a diagnosis of pneumonia [1.44 (1.21, 1.71)]. Factors significantly associated with a lower risk included concurrent chronic obstructive pulmonary disease [0.65 (0.55, 0.77)] and female sex [0.67 (0.57, 0.79)]. CONCLUSIONS: Patients with IPF, particularly those receiving mechanical ventilation or intensive care, are at substantial risk of death or lung transplant during hospitalization or death during a readmission within 90 days.


Assuntos
Mortalidade Hospitalar , Fibrose Pulmonar Idiopática/mortalidade , Transplante de Pulmão/estatística & dados numéricos , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Analgésicos Opioides/uso terapêutico , Estudos de Coortes , Comorbidade , Feminino , Humanos , Fibrose Pulmonar Idiopática/epidemiologia , Fibrose Pulmonar Idiopática/terapia , Unidades de Terapia Intensiva , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Readmissão do Paciente/estatística & dados numéricos , Pneumonia/epidemiologia , Fatores de Proteção , Doença Pulmonar Obstrutiva Crônica/epidemiologia , Respiração Artificial , Fatores de Risco , Fatores Sexuais , Estados Unidos/epidemiologia
9.
Am Heart J ; 206: 131-133, 2018 12.
Artigo em Inglês | MEDLINE | ID: mdl-30528916

RESUMO

Contemporary utilization patterns for targeted temperature management (TTM) among patients with acute myocardial infarction (MI) and out-of-hospital cardiac arrest (OHCA) have not been well characterized in the United States. In this nationwide evaluation of MI patients with OHCA (01/2015-03/2016; 691 hospitals), 34.1% (1792/5260) of OHCA patients received TTM. Patients who were treated with TTM had higher risk clinical features. A wide inter-hospital variation (ranging from 0% to 82%) in TTM use observed despite few differences in case mix.


Assuntos
Reanimação Cardiopulmonar/métodos , Hipotermia Induzida/métodos , Infarto do Miocárdio/terapia , Parada Cardíaca Extra-Hospitalar/terapia , Sistema de Registros , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Infarto do Miocárdio/complicações , Parada Cardíaca Extra-Hospitalar/etiologia , Estados Unidos
10.
PLoS Genet ; 11(10): e1005599, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26452058

RESUMO

In order to propagate a solid tumor, cancer cells must adapt to and survive under various tumor microenvironment (TME) stresses, such as hypoxia or lactic acidosis. To systematically identify genes that modulate cancer cell survival under stresses, we performed genome-wide shRNA screens under hypoxia or lactic acidosis. We discovered that genetic depletion of acetyl-CoA carboxylase (ACACA or ACC1) or ATP citrate lyase (ACLY) protected cancer cells from hypoxia-induced apoptosis. Additionally, the loss of ACLY or ACC1 reduced levels and activities of the oncogenic transcription factor ETV4. Silencing ETV4 also protected cells from hypoxia-induced apoptosis and led to remarkably similar transcriptional responses as with silenced ACLY or ACC1, including an anti-apoptotic program. Metabolomic analysis found that while α-ketoglutarate levels decrease under hypoxia in control cells, α-ketoglutarate is paradoxically increased under hypoxia when ACC1 or ACLY are depleted. Supplementation with α-ketoglutarate rescued the hypoxia-induced apoptosis and recapitulated the decreased expression and activity of ETV4, likely via an epigenetic mechanism. Therefore, ACC1 and ACLY regulate the levels of ETV4 under hypoxia via increased α-ketoglutarate. These results reveal that the ACC1/ACLY-α-ketoglutarate-ETV4 axis is a novel means by which metabolic states regulate transcriptional output for life vs. death decisions under hypoxia. Since many lipogenic inhibitors are under investigation as cancer therapeutics, our findings suggest that the use of these inhibitors will need to be carefully considered with respect to oncogenic drivers, tumor hypoxia, progression and dormancy. More broadly, our screen provides a framework for studying additional tumor cell stress-adaption mechanisms in the future.


Assuntos
ATP Citrato (pro-S)-Liase/genética , Acetil-CoA Carboxilase/genética , Proteínas E1A de Adenovirus/genética , Neoplasias/genética , Proteínas Proto-Oncogênicas/genética , ATP Citrato (pro-S)-Liase/antagonistas & inibidores , Acetil-CoA Carboxilase/antagonistas & inibidores , Proteínas E1A de Adenovirus/biossíntese , Apoptose/genética , Hipóxia Celular/genética , Linhagem Celular Tumoral , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Humanos , Ácidos Cetoglutáricos/metabolismo , Ácidos Cetoglutáricos/farmacologia , Neoplasias/patologia , Proteínas Proto-Oncogênicas/biossíntese , Proteínas Proto-Oncogênicas c-ets , Microambiente Tumoral/genética
11.
Mol Cell ; 34(1): 104-14, 2009 Apr 10.
Artigo em Inglês | MEDLINE | ID: mdl-19362539

RESUMO

Recent studies have emphasized the importance of pathway-specific interpretations for understanding the functional relevance of gene alterations in human cancers. Although signaling activities are often conceptualized as linear events, in reality, they reflect the activity of complex functional networks assembled from modules that each respond to input signals. To acquire a deeper understanding of this network structure, we developed an approach to deconstruct pathways into modules represented by gene expression signatures. Our studies confirm that they represent units of underlying biological activity linked to known biochemical pathway structures. Importantly, we show that these signaling modules provide tools to dissect the complexity of oncogenic states that define disease outcomes as well as response to pathway-specific therapeutics. We propose that this model of pathway structure constitutes a framework to study the processes by which information propogates through cellular networks and to elucidate the relationships of fundamental modules to cellular and clinical phenotypes.


Assuntos
Genômica/métodos , Neoplasias/genética , Transdução de Sinais/genética , Linhagem Celular Tumoral , Análise por Conglomerados , Fatores de Transcrição E2F/genética , Fatores de Transcrição E2F/metabolismo , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Modelos Genéticos , Neoplasias/metabolismo , Proteínas ras/genética , Proteínas ras/metabolismo
12.
Alzheimers Dement ; 13(9): 965-984, 2017 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-28341160

RESUMO

INTRODUCTION: The Alzheimer's Disease Research Summits of 2012 and 2015 incorporated experts from academia, industry, and nonprofit organizations to develop new research directions to transform our understanding of Alzheimer's disease (AD) and propel the development of critically needed therapies. In response to their recommendations, big data at multiple levels are being generated and integrated to study network failures in disease. We used metabolomics as a global biochemical approach to identify peripheral metabolic changes in AD patients and correlate them to cerebrospinal fluid pathology markers, imaging features, and cognitive performance. METHODS: Fasting serum samples from the Alzheimer's Disease Neuroimaging Initiative (199 control, 356 mild cognitive impairment, and 175 AD participants) were analyzed using the AbsoluteIDQ-p180 kit. Performance was validated in blinded replicates, and values were medication adjusted. RESULTS: Multivariable-adjusted analyses showed that sphingomyelins and ether-containing phosphatidylcholines were altered in preclinical biomarker-defined AD stages, whereas acylcarnitines and several amines, including the branched-chain amino acid valine and α-aminoadipic acid, changed in symptomatic stages. Several of the analytes showed consistent associations in the Rotterdam, Erasmus Rucphen Family, and Indiana Memory and Aging Studies. Partial correlation networks constructed for Aß1-42, tau, imaging, and cognitive changes provided initial biochemical insights for disease-related processes. Coexpression networks interconnected key metabolic effectors of disease. DISCUSSION: Metabolomics identified key disease-related metabolic changes and disease-progression-related changes. Defining metabolic changes during AD disease trajectory and its relationship to clinical phenotypes provides a powerful roadmap for drug and biomarker discovery.


Assuntos
Doença de Alzheimer/sangue , Doença de Alzheimer/complicações , Doenças Metabólicas/etiologia , Redes e Vias Metabólicas/fisiologia , Idoso , Idoso de 80 Anos ou mais , Envelhecimento/sangue , Doença de Alzheimer/líquido cefalorraquidiano , Doença de Alzheimer/diagnóstico por imagem , Aminoácidos/sangue , Peptídeos beta-Amiloides/metabolismo , Compostos de Anilina/metabolismo , Disfunção Cognitiva/sangue , Disfunção Cognitiva/diagnóstico por imagem , Disfunção Cognitiva/etiologia , Estudos de Coortes , Estudos Transversais , Jejum , Feminino , Humanos , Masculino , Doenças Metabólicas/sangue , Doenças Metabólicas/líquido cefalorraquidiano , Doenças Metabólicas/diagnóstico por imagem , Metabolômica/métodos , Fragmentos de Peptídeos/metabolismo , Fosfatidilcolinas/sangue , Fosfatidilcolinas/metabolismo , Esfingomielinas/sangue , Tiazóis/metabolismo , Proteínas tau/líquido cefalorraquidiano
13.
PLoS Pathog ; 10(6): e1004149, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-24901344

RESUMO

Using A/J mice, which are susceptible to Staphylococcus aureus, we sought to identify genetic determinants of susceptibility to S. aureus, and evaluate their function with regard to S. aureus infection. One QTL region on chromosome 11 containing 422 genes was found to be significantly associated with susceptibility to S. aureus infection. Of these 422 genes, whole genome transcription profiling identified five genes (Dcaf7, Dusp3, Fam134c, Psme3, and Slc4a1) that were significantly differentially expressed in a) S. aureus -infected susceptible (A/J) vs. resistant (C57BL/6J) mice and b) humans with S. aureus blood stream infection vs. healthy subjects. Three of these genes (Dcaf7, Dusp3, and Psme3) were down-regulated in susceptible vs. resistant mice at both pre- and post-infection time points by qPCR. siRNA-mediated knockdown of Dusp3 and Psme3 induced significant increases of cytokine production in S. aureus-challenged RAW264.7 macrophages and bone marrow derived macrophages (BMDMs) through enhancing NF-κB signaling activity. Similar increases in cytokine production and NF-κB activity were also seen in BMDMs from CSS11 (C57BL/6J background with chromosome 11 from A/J), but not C57BL/6J. These findings suggest that Dusp3 and Psme3 contribute to S. aureus infection susceptibility in A/J mice and play a role in human S. aureus infection.


Assuntos
Autoantígenos/genética , Bacteriemia/genética , Suscetibilidade a Doenças , Fosfatase 3 de Especificidade Dupla/genética , Regulação da Expressão Gênica , Complexo de Endopeptidases do Proteassoma/genética , Infecções Estafilocócicas/genética , Animais , Animais Geneticamente Modificados , Autoantígenos/química , Autoantígenos/metabolismo , Bacteriemia/imunologia , Bacteriemia/metabolismo , Bacteriemia/microbiologia , Linhagem Celular Transformada , Células Cultivadas , Fosfatase 3 de Especificidade Dupla/antagonistas & inibidores , Fosfatase 3 de Especificidade Dupla/metabolismo , Feminino , Estudo de Associação Genômica Ampla , Humanos , Imunidade Inata , Macrófagos/citologia , Macrófagos/imunologia , Macrófagos/metabolismo , Macrófagos/microbiologia , Masculino , Camundongos , Complexo de Endopeptidases do Proteassoma/química , Complexo de Endopeptidases do Proteassoma/metabolismo , Interferência de RNA , Proteínas Recombinantes/química , Proteínas Recombinantes/metabolismo , Infecções Estafilocócicas/imunologia , Infecções Estafilocócicas/metabolismo , Infecções Estafilocócicas/microbiologia
14.
Proc Natl Acad Sci U S A ; 110(20): 8152-7, 2013 May 14.
Artigo em Inglês | MEDLINE | ID: mdl-23630275

RESUMO

Allergic asthma is a heterogeneous inflammatory disorder of the airways characterized by chronic airway inflammation and airway hyperresponsiveness. Numbers of CD8(+)IL-13(+) T cells are increased in asthmatics and during the development of experimental asthma in mice. In an atopic environment rich in IL-4, these CD8(+) T cells mediate asthmatic responses, but the mechanisms regulating the conversion of CD8(+) effector T cells from IFN-γ- to pathogenic IL-13-producing effector cells that contribute to an asthma phenotype have not been defined. Here, we show that cholesterol side-chain cleavage P450 enzyme, Cyp11a1, is a key regulator of CD8(+) T-cell conversion. Expression of the gene, protein, and enzymatic activity of Cyp11a1 were markedly increased in CD8(+) T cells differentiated in the presence of IL-2 plus IL-4 compared with cells differentiated in IL-2 alone. Inhibition of Cyp11a1 enzymatic activity with aminoglutethimide or reduction in the expression of Cyp11a1 using short hairpin RNA prevented the IL-4-induced conversion of IFN-γ- to IL-13-producing cells without affecting expression of the lineage-specific transcription factors T-box expressed in T cells (T-bet) or GATA binding protein 3 (GATA3). Adoptive transfer of aminoglutethimide-treated CD8(+) T cells into sensitized and challenged CD8-deficient recipients failed to restore airway hyperresponsiveness and inflammation. We demonstrate that Cyp11a1 controls the phenotypic conversion of CD8(+) T cells from IFN-γ to IL-13 production, linking steroidogenesis in CD8(+) T cells, a nonclassical steroidogenic tissue, to a proallergic differentiation pathway.


Assuntos
Linfócitos T CD8-Positivos/citologia , Enzima de Clivagem da Cadeia Lateral do Colesterol/metabolismo , Pneumopatias/metabolismo , Animais , Asma/metabolismo , Líquido da Lavagem Broncoalveolar , Linfócitos T CD8-Positivos/metabolismo , Diferenciação Celular , Ensaio de Imunoadsorção Enzimática/métodos , Hipersensibilidade/metabolismo , Interferon gama/metabolismo , Interleucina-13/metabolismo , Interleucina-2/farmacologia , Interleucina-4/farmacologia , Camundongos , Camundongos Endogâmicos C57BL , Pregnenolona/farmacologia , RNA Mensageiro/metabolismo , RNA Interferente Pequeno/metabolismo
15.
Bioinformatics ; 30(10): 1370-6, 2014 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-24489367

RESUMO

SUMMARY: A non-parametric Bayesian factor model is proposed for joint analysis of multi-platform genomics data. The approach is based on factorizing the latent space (feature space) into a shared component and a data-specific component with the dimensionality of these components (spaces) inferred via a beta-Bernoulli process. The proposed approach is demonstrated by jointly analyzing gene expression/copy number variations and gene expression/methylation data for ovarian cancer patients, showing that the proposed model can potentially uncover key drivers related to cancer. AVAILABILITY AND IMPLEMENTATION: The source code for this model is written in MATLAB and has been made publicly available at https://sites.google.com/site/jointgenomics/. CONTACT: catherine.ll.zheng@gmail.com SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Assuntos
Genômica/métodos , Teorema de Bayes , Variações do Número de Cópias de DNA , Metilação de DNA , Feminino , Regulação da Expressão Gênica , Humanos , Neoplasias Ovarianas/genética , Software
16.
Stat Appl Genet Mol Biol ; 13(4): 435-57, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-24937506

RESUMO

Pathway analysis has become a central approach to understanding the underlying biology of differentially expressed genes. As large amounts of microarray data have been accumulated in public repositories, flexible methodologies are needed to extend the analysis of simple case-control studies in order to place them in context with the vast quantities of available and highly heterogeneous data sets. To address this challenge, we have developed a two-level model, consisting of 1) a joint Bayesian factor model that integrates multiple microarray experiments and ties each factor to a predefined pathway and 2) a point mass mixture distribution that infers which factors are relevant/irrelevant to each dataset. Our method can identify pathways specific to a particular experimental trait which are concurrently induced/repressed under a variety of interventions. In this paper, we describe the model in depth and provide examples of its utility in simulations as well as real data from a study of radiation exposure. Our analysis of the radiation study leads to novel insights into the molecular basis of time- and dose- dependent response to ionizing radiation in mice peripheral blood. This broadly applicable model provides a starting point for generating specific and testable hypotheses in a pathway-centric manner.


Assuntos
Modelos Genéticos , Transdução de Sinais/genética , Transcriptoma , Animais , Teorema de Bayes , Bases de Dados Genéticas , Perfilação da Expressão Gênica/métodos , Humanos , Camundongos , Camundongos Endogâmicos C57BL , Análise de Sequência com Séries de Oligonucleotídeos/métodos
17.
J Immunol ; 190(8): 4056-65, 2013 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-23509358

RESUMO

The functional plasticity of CD8(+) T cells in an atopic environment, encompassing a spectrum from IFN-γ- to IL-13-producing cells, is pivotal in the development of allergic airway hyperresponsiveness and inflammation, and yet remains mechanistically undefined. We demonstrate that CD8(+) T cell IL-13 induction proceeded through a series of distinct IL-4/GATA3-regulated stages characterized by gene expression and epigenetic changes. In vivo, CD8(+) T cells exposed to an environment rich in IL-4 displayed epigenetic changes at the GATA3 and IL-13 promoter indicative of transcriptional activation and IL-13 production. In vitro, IL-4 triggered the stepwise molecular conversion of CD8(+) T cells from IFN-γ to IL-13 production. During the initial stage, IL-4 suppressed T-bet and induced GATA3 expression, characterized by enhanced activating histone modifications and RNA polymerase II (Pol II) recruitment to the GATA3 locus. Notably, recruitment of GATA3 and RNA Pol II to the IL-13 promoter was also detected at this initial stage. However, enhanced IL-13 transcription only occurred at a later stage after TCR stimulation, indicating that IL-4-induced GATA3 recruitment poises the IL-13 locus for TCR-mediated transcription. Thus, both in vivo and in vitro, an atopic (IL-4) environment poises CD8(+) T cells via stepwise epigenetic and phenotypic mechanisms for pathogenic conversion to IL-13 production, which is ultimately triggered via an allergen-mediated TCR stimulus.


Assuntos
Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/patologia , Epigênese Genética/imunologia , Imunofenotipagem , Hipersensibilidade Respiratória/imunologia , Hipersensibilidade Respiratória/patologia , Animais , Linfócitos T CD8-Positivos/metabolismo , Células Cultivadas , Imunofenotipagem/métodos , Inflamação/imunologia , Inflamação/metabolismo , Inflamação/patologia , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Camundongos Transgênicos , Hipersensibilidade Respiratória/metabolismo
18.
J Biomed Inform ; 56: 229-38, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-26044081

RESUMO

Risk sharing arrangements between hospitals and payers together with penalties imposed by the Centers for Medicare and Medicaid (CMS) are driving an interest in decreasing early readmissions. There are a number of published risk models predicting 30day readmissions for particular patient populations, however they often exhibit poor predictive performance and would be unsuitable for use in a clinical setting. In this work we describe and compare several predictive models, some of which have never been applied to this task and which outperform the regression methods that are typically applied in the healthcare literature. In addition, we apply methods from deep learning to the five conditions CMS is using to penalize hospitals, and offer a simple framework for determining which conditions are most cost effective to target.


Assuntos
Pesquisa sobre Serviços de Saúde/métodos , Readmissão do Paciente/estatística & dados numéricos , Adulto , Algoritmos , Área Sob a Curva , Análise Custo-Benefício , Grupos Diagnósticos Relacionados , Registros Eletrônicos de Saúde , Feminino , Hospitais , Humanos , Funções Verossimilhança , Masculino , Pessoa de Meia-Idade , Modelos Estatísticos , Redes Neurais de Computação , Nova Zelândia , Readmissão do Paciente/economia , Curva ROC , Análise de Regressão , Medição de Risco , Software
19.
Proc Natl Acad Sci U S A ; 109(51): 21028-33, 2012 Dec 18.
Artigo em Inglês | MEDLINE | ID: mdl-23213261

RESUMO

Recent studies have identified a number of transcriptional regulators, including E2A, early B-cell factor 1 (EBF1), FOXO1, and paired box gene 5 (PAX5), that promote early B-cell development. However, how this ensemble of regulators mechanistically promotes B-cell fate remains poorly understood. Here we demonstrate that B-cell development in FOXO1-deficient mice is arrested in the common lymphoid progenitor (CLP) LY6D(+) cell stage. We demonstrate that this phenotype closely resembles the arrest in B-cell development observed in EBF1-deficient mice. Consistent with these observations, we find that the transcription signatures of FOXO1- and EBF1-deficient LY6D(+) progenitors are strikingly similar, indicating a common set of target genes. Furthermore, we found that depletion of EBF1 expression in LY6D(+) CLPs severely affects FOXO1 mRNA abundance, whereas depletion of FOXO1 activity in LY6D(+) CLPs ablates EBF1 transcript levels. We generated a global regulatory network from EBF1 and FOXO1 genome-wide transcription factor occupancy and transcription signatures derived from EBF1- and FOXO1-deficient CLPs. This analysis reveals that EBF1 and FOXO1 act in a positive feedback circuitry to promote and stabilize specification to the B-cell lineage.


Assuntos
Linfócitos B/imunologia , Fatores de Transcrição Forkhead/metabolismo , Transativadores/fisiologia , Animais , Linfócitos B/citologia , Linhagem da Célula , Separação Celular , Elementos Facilitadores Genéticos , Retroalimentação Fisiológica , Citometria de Fluxo , Proteína Forkhead Box O1 , Regulação da Expressão Gênica , Luciferases/metabolismo , Camundongos , Modelos Biológicos , Modelos Genéticos , Transcrição Gênica
20.
BMC Bioinformatics ; 15: 268, 2014 Aug 08.
Artigo em Inglês | MEDLINE | ID: mdl-25103980

RESUMO

BACKGROUND: Extant genomes share regions where genes have the same order and orientation, which are thought to arise from the conservation of an ancestral order of genes during evolution. Such regions of so-called conserved synteny, or synteny blocks, must be precisely identified and quantified, as a prerequisite to better understand the evolutionary history of genomes. RESULTS: Here we describe PhylDiag, a software that identifies statistically significant synteny blocks in pairwise comparisons of eukaryote genomes. Compared to previous methods, PhylDiag uses gene trees to define gene homologies, thus allowing gene deletions to be considered as events that may break the synteny. PhylDiag also accounts for gene orientations, blocks of tandem duplicates and lineage specific de novo gene births. Starting from two genomes and the corresponding gene trees, PhylDiag returns synteny blocks with gaps less than or equal to the maximum gap parameter gap(max). This parameter is theoretically estimated, and together with a utility to graphically display results, contributes to making PhylDiag a user friendly method. In addition, putative synteny blocks are subject to a statistical validation to verify that they are unlikely to be due to a random combination of genes. CONCLUSIONS: We benchmark several known metrics to measure 2D-distances in a matrix of homologies and we compare PhylDiag to i-ADHoRe 3.0 on real and simulated data. We show that PhylDiag correctly identifies small synteny blocks even with insertions, deletions, incorrect annotations or micro-inversions. Finally, PhylDiag allowed us to identify the most relevant distance metric for 2D-distance calculation between homologies.


Assuntos
Duplicação Gênica , Genômica/métodos , Filogenia , Software , Sintenia , Animais , Humanos , Camundongos , Modelos Genéticos
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