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1.
Crit Care ; 19: 71, 2015 Mar 03.
Artigo em Inglês | MEDLINE | ID: mdl-25887472

RESUMO

INTRODUCTION: Two recent, independent, studies conducted novel metabolomics analyses relevant to human sepsis progression; one was a human model of endotoxin (lipopolysaccharide (LPS)) challenge (experimental endotoxemia) and the other was community acquired pneumonia and sepsis outcome diagnostic study (CAPSOD). The purpose of the present study was to assess the concordance of metabolic responses to LPS and community-acquired sepsis. METHODS: We tested the hypothesis that the patterns of metabolic response elicited by endotoxin would agree with those in clinical sepsis. Alterations in the plasma metabolome of the subjects challenged with LPS were compared with those of sepsis patients who had been stratified into two groups: sepsis patients with confirmed infection and non-infected patients who exhibited systemic inflammatory response syndrome (SIRS) criteria. Common metabolites between endotoxemia and both these groups were individually identified, together with their direction of change and functional classifications. RESULTS: Response to endotoxemia at the metabolome level elicited characteristics that agree well with those observed in sepsis patients despite the high degree of variability in the response of these patients. Moreover, some distinct features of SIRS have been identified. Upon stratification of sepsis patients based on 28-day survival, the direction of change in 21 of 23 metabolites was the same in endotoxemia and sepsis survival groups. CONCLUSIONS: The observed concordance in plasma metabolomes of LPS-treated subjects and sepsis survivors strengthens the relevance of endotoxemia to clinical research as a physiological model of community-acquired sepsis, and gives valuable insights into the metabolic changes that constitute a homeostatic response. Furthermore, recapitulation of metabolic differences between sepsis non-survivors and survivors in LPS-treated subjects can enable further research on the development and assessment of rational clinical therapies to prevent sepsis mortality. Compared with earlier studies which focused exclusively on comparing transcriptional dynamics, the distinct metabolomic responses to systemic inflammation with or without confirmed infection, suggest that the metabolome is much better at differentiating these pathophysiologies. Finally, the metabolic changes in the recovering patients shift towards the LPS-induced response pattern strengthening the notion that the metabolic, as well as transcriptional responses, characteristic to the endotoxemia model represent necessary and "healthy" responses to infectious stimuli.


Assuntos
Endotoxemia/sangue , Inflamação/sangue , Metaboloma/fisiologia , Sepse/sangue , Aminoácidos/sangue , Carboidratos/sangue , Eletrólitos/sangue , Humanos , Metabolismo dos Lipídeos , Lipídeos/sangue , Lipopolissacarídeos/farmacologia , Estudos Retrospectivos , Síndrome de Resposta Inflamatória Sistêmica/sangue
2.
J Transl Med ; 12: 79, 2014 Mar 28.
Artigo em Inglês | MEDLINE | ID: mdl-24674294

RESUMO

It has been argued that circadian dysregulation is not only a critical inducer and promoter of adverse health effects, exacerbating symptom burden, but also hampers recovery. Therefore understanding the health-promoting roles of regulating (i.e., restoring) circadian rhythms, thus suppressing harmful effects of circadian dysregulation, would likely improve treatment. At a critical care setting it has been argued that studies are warranted to determine whether there is any use in restoring circadian rhythms in critically ill patients, what therapeutic goals should be targeted, and how these could be achieved. Particularly interesting are interventional approaches aiming at optimizing the time of feeding in relation to individualized day-night cycles for patients receiving enteral nutrition, in an attempt to re-establish circadian patterns of molecular expression. In this short review we wish to explore the idea of transiently imposing (appropriate, but yet to be determined) circadian rhythmicity via regulation of food intake as a means of exploring rhythm-setting properties of metabolic cues in the context of improving immune response. We highlight some of the key elements associated with his complex question particularly as they relate to: a) stress and rhythmic variability; and b) metabolic entrainment of peripheral tissues as a possible intervention strategy through time-restricted feeding. Finally, we discuss the challenges and opportunities for translating these ideas to the bedside.


Assuntos
Ritmo Circadiano , Nutrição Enteral , Pesquisa Translacional Biomédica , Humanos , Fatores de Tempo
3.
Annu Rev Biomed Eng ; 15: 1-28, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23862674

RESUMO

Over the past several decades, to develop a fundamental understanding of inflammation's progression, research has focused on extracellular mediators, such as cytokines, as characteristic components of inflammatory response. These efforts have recently been complemented by advances in proteomics that allow analysis of multiple signaling proteins in parallel, to provide more complete mechanistic models of inflammation. In this review, we discuss various techniques for assessing protein activity, as well as computational techniques that are well suited for interpreting large amounts of proteomic data to generate signaling networks or for modeling the dynamics of known network interactions. We also discuss examples that explore these experimental and computational techniques in tandem to generate signaling networks under various conditions and that link those networks to transcriptional activity. Further advancements in this field will likely provide an explicit description of inflammatory response, paving the way for better diagnostics and therapies in clinic.


Assuntos
Inflamação/metabolismo , Transdução de Sinais , Transcrição Gênica , Animais , Apoptose , Teorema de Bayes , Linhagem Celular Tumoral , Biologia Computacional , Citocinas/metabolismo , Corantes Fluorescentes/química , Redes Reguladoras de Genes , Humanos , Imunidade Inata , Espectrometria de Massas , Análise Serial de Proteínas , Proteômica , Análise de Regressão
4.
Crit Rev Biomed Eng ; 41(3): 205-21, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24579644

RESUMO

Systems biology has primarily focused on studying genomics, transcriptomics, and proteomics and their dynamic interactions. These, however, represent only the potential for a biological outcome since the ultimate phenotype at the level of the eventually produced metabolites is not taken into consideration. The emerging field of metabolomics provides complementary guidance toward an integrated approach to this problem: It allows global profiling of the metabolites of a cell, tissue, or host and presents information on the actual end points of a response. A wide range of data collection methods are currently used and allow the extraction of global or tissue-specific metabolic profiles. The great amount and complexity of data that are collected require multivariate analysis techniques, but the increasing amount of work in this field has made easy-to-use analysis programs readily available. Metabolomics has already shown great potential in drug toxicity studies, disease modeling, and diagnostics and may be integrated with genomic and proteomic data in the future to provide in-depth understanding of systems, pathways, and their functionally dynamic interactions. In this review we discuss the current state of the art of metabolomics, its applications, and future potential.


Assuntos
Metabolômica/métodos , Algoritmos , Animais , Biomarcadores/metabolismo , Biologia Computacional/métodos , Doença das Coronárias/metabolismo , Estado Terminal , Citocinas/metabolismo , Humanos , Espectroscopia de Ressonância Magnética/métodos , Espectrometria de Massas/métodos , Metabolômica/tendências , Neoplasias/metabolismo , Obesidade/metabolismo , Fenótipo , Análise de Componente Principal , Software , Biologia de Sistemas , Testes de Toxicidade
5.
Nat Med ; 27(8): 1451-1457, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34385707

RESUMO

A randomized, double-blind, placebo-controlled, 52-week study (no. NCT03068468) evaluated gosuranemab, an anti-tau monoclonal antibody, in the treatment of progressive supranuclear palsy (PSP). In total, 486 participants dosed were assigned to either gosuranemab (n = 321) or placebo (n = 165). Efficacy was not demonstrated on adjusted mean change of PSP Rating Scale score at week 52 between gosuranemab and placebo (10.4 versus 10.6, P = 0.85, primary endpoint), or at secondary endpoints, resulting in discontinuation of the open-label, long-term extension. Unbound N-terminal tau in cerebrospinal fluid decreased by 98% with gosuranemab and increased by 11% with placebo (P < 0.0001). Incidences of adverse events and deaths were similar between groups. This well-powered study suggests that N-terminal tau neutralization does not translate into clinical efficacy.


Assuntos
Anticorpos Monoclonais Humanizados/uso terapêutico , Paralisia Supranuclear Progressiva/tratamento farmacológico , Idoso , Anticorpos Monoclonais Humanizados/efeitos adversos , Método Duplo-Cego , Feminino , Humanos , Masculino , Pneumonia/etiologia , Resultado do Tratamento , Proteínas tau/imunologia
7.
Front Pharmacol ; 8: 91, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28289389

RESUMO

In this paper, we discuss approaches for integrating biological information reflecting diverse physiologic levels. In particular, we explore statistical and model-based methods for integrating transcriptomic, proteomic and metabolomics data. Our case studies reflect responses to a systemic inflammatory stimulus and in response to an anti-inflammatory treatment. Our paper serves partly as a review of existing methods and partly as a means to demonstrate, using case studies related to human endotoxemia and response to methylprednisolone (MPL) treatment, how specific questions may require specific methods, thus emphasizing the non-uniqueness of the approaches. Finally, we explore novel ways for integrating -omics information with PKPD models, toward the development of more integrated pharmacology models.

8.
OMICS ; 19(2): 80-91, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25611119

RESUMO

Corticosteroids (CS) such as methylprednisolone (MPL) affect almost all liver functions through multiple mechanisms of action, and long-term use results in dysregulation causing diverse side effects. The complexity of involved molecular mechanisms necessitates a systems approach. Integration of information from the transcriptomic and proteomic responses has potential to provide deeper insights into CS actions. The present report describes the tandem analysis of rich time-series transcriptomic and proteomic data in rat liver after a single dose of MPL. Hierarchical clustering of the common genes represented in both mRNA and protein datasets displayed two dominant patterns. One of these patterns exhibited complementary mRNA and protein expression profiles indicating that MPL affected the regulation of these genes at the transcriptional level. Some of the classic pharmacodynamic markers for CS actions, including tyrosine aminotransferase (TAT), were among this group, together with genes encoding urea cycle enzymes and ribosomal proteins. The other pattern was rather unexpected. For this group of genes, MPL had distinctly observable effects at the protein expression level, although a change in the reverse direction occurred at the transcriptional level. These genes were functionally associated with metabolic processes that might be essential to elucidate side effects of MPL on liver, most importantly including modulation of oxidative stress, fatty acid oxidation, and bile acid biosynthesis. Furthermore, profiling of gene and protein expression data was also done independently of one another by a two-way sequential approach. Prominent temporal shifts in expression and relevant cellular functions were described together with the assessment of changes in the complementary side.


Assuntos
Corticosteroides/farmacologia , Perfilação da Expressão Gênica , Regulação da Expressão Gênica/efeitos dos fármacos , Fígado/efeitos dos fármacos , Fígado/metabolismo , Proteoma , Proteômica , Transcriptoma , Animais , Análise por Conglomerados , Biologia Computacional/métodos , Perfilação da Expressão Gênica/métodos , Anotação de Sequência Molecular , Proteômica/métodos , Ratos , Fluxo de Trabalho
9.
Shock ; 42(6): 499-508, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25061728

RESUMO

In this meta-study, we aimed to integrate biological insights gained from two levels of -omics analyses on the response to systemic inflammation induced by lipopolysaccharide in humans. We characterized the interplay between plasma metabolite compositions and transcriptional response of leukocytes through integration of transcriptomics with plasma metabonomics. We hypothesized that the drastic changes in the immediate environment of the leukocytes might have an adaptive effect on shaping their transcriptional response in conjunction with the initial inflammatory stimuli. Indeed, we observed that leukocytes, most notably, tune the activity of lipid- and protein-associated processes at the transcriptional level in accordance with the fluctuations in metabolite compositions of surrounding plasma. A closer look into the transcriptional control of only metabolic pathways uncovered alterations in bioenergetics and defenses against oxidative stress closely associated with mitochondrial dysfunction and shifts in energy production observed during inflammatory processes.


Assuntos
Endotoxemia/metabolismo , Endotoxinas/química , Regulação da Expressão Gênica , Adolescente , Adulto , Endotoxemia/fisiopatologia , Feminino , Humanos , Lipopolissacarídeos/química , Masculino , Metaboloma , Mitocôndrias/metabolismo , Estresse Oxidativo , Transcrição Gênica , Transcriptoma , Adulto Jovem
10.
Innate Immun ; 20(7): 774-84, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24217219

RESUMO

Severe traumas are associated with hypercortisolemia due to both disruption of cortisol secretion rhythm and increase in its total concentration. Understanding the effects of altered cortisol levels and rhythms on immune function is of great clinical interest, to prevent conditions such as sepsis from complicating the recovery. This in vivo study assesses the responses of circulating leukocytes to coupled dose and rhythm manipulation of cortisol, preceding an immune challenge induced by endotoxin administration. Through continuous infusion, plasma cortisol concentration was increased to and kept constant at a level associated with major physiologic stress. In response, transcriptional programming of leukocytes was altered to display a priming response before endotoxin exposure. Enhanced expression of a number of receptors and signaling proteins, as well as lowered protein translation and mitochondrial function indicated a sensitization against potential infectious threats. Despite these changes, response to endotoxin followed very similar patterns in both cortisol and saline pre-treated groups except one cluster including probe sets associated with major players regulating inflammatory response. In sum, altered dose and rhythm of plasma cortisol levels engendered priming of circulating leukocytes when preceded an immune challenge. This transcriptional program change associated with stimulated surveillance function and suppressed energy-intensive processes, emphasized permissive actions of cortisol on immune function.


Assuntos
Endotoxinas/farmacologia , Hidrocortisona/sangue , Hidrocortisona/farmacologia , Leucócitos/metabolismo , Adolescente , Adulto , Diferenciação Celular/efeitos dos fármacos , Feminino , Regulação da Expressão Gênica/efeitos dos fármacos , Humanos , Hidrocortisona/administração & dosagem , Contagem de Leucócitos , Leucócitos/efeitos dos fármacos , Lipopolissacarídeos/farmacologia , Masculino , Análise em Microsséries , Regiões Promotoras Genéticas/efeitos dos fármacos , Adulto Jovem
11.
Artigo em Inglês | MEDLINE | ID: mdl-23554299

RESUMO

The changes that occur in mammalian systems following trauma and sepsis, termed systemic inflammatory response syndrome, elicit major changes in carbohydrate, protein, and energy metabolism. When these events persist for too long they result in a severe depletion of lean body mass, multiple organ dysfunction, and eventually death. Nutritional supplementation has been investigated to offset the severe loss of protein, and recent evidence suggests that diets enriched in branched-chain amino acids (BCAAs) may be especially beneficial. BCAAs are metabolized in two major steps that are differentially expressed in muscle and liver. In muscle, BCAAs are reversibly transaminated to the corresponding α-keto acids. For the complete degradation of BCAAs, the α-keto acids must travel to the liver to undergo oxidation. The liver, in contrast to muscle, does not significantly express the branched-chain aminotransferase. Thus, BCAA degradation is under the joint control of both liver and muscle. Recent evidence suggests that in liver, BCAAs may perform signaling functions, more specifically via activation of mTOR (mammalian target of rapamycin) signaling pathway, influencing a wide variety of metabolic and synthetic functions, including protein translation, insulin signaling, and oxidative stress following severe injury and infection. However, understanding of the system-wide effects of BCAAs that integrate both metabolic and signaling aspects is currently lacking. Further investigation in this respect will help rationalize the design and optimization of nutritional supplements containing BCAAs for critically ill patients.


Assuntos
Aminoácidos de Cadeia Ramificada/metabolismo , Aminoácidos de Cadeia Ramificada/farmacologia , Estado Terminal , Suplementos Nutricionais , Humanos , Insulina/metabolismo , Fígado/efeitos dos fármacos , Fígado/metabolismo , Músculo Esquelético/efeitos dos fármacos , Músculo Esquelético/metabolismo , Espécies Reativas de Oxigênio/metabolismo , Transdução de Sinais/efeitos dos fármacos , Serina-Treonina Quinases TOR/metabolismo
12.
Shock ; 40(6): 519-26, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-24089011

RESUMO

Endotoxemia induced by the administration of low-dose lipopolysaccharide (LPS) to healthy human volunteers is a well-established experimental protocol and has served as a reproducible platform for investigating the responses to systemic inflammation. Because metabolic composition of a tissue or body fluid is uniquely altered by stimuli and provides information about the dominant regulatory mechanisms at various cellular processes, understanding the global metabolic response to systemic inflammation constitutes a major part in this investigation complementing the studies undertaken so far in both clinical and systems biology fields. This article communicates the first proof-of-principle metabonomic analysis, which comprised global biochemical profiles in human plasma samples from healthy subjects given intravenous endotoxin at 2 ng/kg. Concentrations of a total of 366 plasma biochemicals were determined in archived blood samples collected from 15 endotoxin-treated subjects at five time points within 24 h after treatment and compared with control samples collected from four saline-treated subjects. Principal component analysis within this data set determined the sixth hour as a critical time point separating development and recovery phases of the LPS-induced metabolic changes. Consensus clustering of the differential metabolites identified two distinct subsets of metabolites that displayed common coherent profiles with opposing directionality. The first group of metabolites, which were mostly associated with pathways related to lipid metabolism, was upregulated within the first 6 h and downregulated by the 24th hour following LPS administration. The second group of metabolites, in contrast, was first downregulated until the sixth hour, then upregulated. Metabolites in this group were predominantly amino acids or their derivatives. In summary, nontargeted biochemical profiling and unsupervised multivariate analyses highlighted the prominent roles of lipid and protein metabolism in regulating the response to systemic inflammation while also revealing their dynamics in opposite directions.


Assuntos
Endotoxemia/sangue , Metaboloma/fisiologia , Adolescente , Adulto , Aminoácidos/sangue , Proteínas Sanguíneas/metabolismo , Regulação para Baixo/efeitos dos fármacos , Feminino , Humanos , Metabolismo dos Lipídeos/efeitos dos fármacos , Metabolismo dos Lipídeos/fisiologia , Lipídeos/sangue , Lipopolissacarídeos/farmacologia , Masculino , Metaboloma/efeitos dos fármacos , Metabolômica/métodos , Fatores de Tempo , Regulação para Cima/efeitos dos fármacos , Adulto Jovem
13.
Artigo em Inglês | MEDLINE | ID: mdl-21523920

RESUMO

Coronary arterial disease, one of the leading causes of adult mortality, is triggered by atherosclerosis. A disease with complex etiology, atherosclerosis results from the progressive long-term combination of atherogenesis, the accumulation of modified lipoproteins within blood vessel walls, along with vascular and systemic inflammatory processes. The management of atherosclerosis is challenged by the localized flare-up of several multipronged signaling interactions between activated monocytes, atherogenic macrophages and inflamed or dysfunctional endothelial cells. A new generation of approaches is now emerging founded on multifocal, targeted therapies that seek to reverse or ameliorate the atheroinflammatory cascade within the vascular intima. This article reviews the various classes and primary examples of bioactive configurations of nanoscale assemblies. Of specific interest are polymer-based or polymer-lipid micellar assemblies designed as multimodal receptor-targeted blockers or drug carriers whose activity can be tuned by variations in polymer hydrophobicity, charge, and architecture. Also reviewed are emerging reports on multifunctional nanoassemblies and nanoparticles for improved circulation and enhanced targeting to atheroinflammatory lesions and atherosclerotic plaques.


Assuntos
Aterosclerose/terapia , Nanopartículas/química , Nanotecnologia/métodos , Polímeros/química , Animais , Aterosclerose/diagnóstico , Membrana Celular/metabolismo , Doença da Artéria Coronariana/diagnóstico , Doença da Artéria Coronariana/terapia , Portadores de Fármacos , Sistemas de Liberação de Medicamentos , Técnicas de Transferência de Genes , Humanos , Inflamação , Micelas , Nanomedicina/métodos , Resultado do Tratamento
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