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1.
Clin Chem ; 62(1): 134-43, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26585930

RESUMO

BACKGROUND: MALDI-TOF mass spectrometry (MS) is set to make inroads into clinical chemistry because it offers advantages over other analytical platforms. These advantages include low acquisition and operating costs, ease of use, ruggedness, and high throughput. When coupled with innovative front-end strategies and applied to important clinical problems, it can deliver rapid, sensitive, and cost-effective assays. CONTENT: This review describes the general principles of MALDI-TOF MS, highlights the unique features of the platform, and discusses some practical methods based upon it. There is substantial potential for MALDI-TOF MS to make further inroads into clinical chemistry because of the selectivity of mass detection and its ability to independently quantify proteoforms. SUMMARY: MALDI-TOF MS has already transformed the practice of clinical microbiology and this review illustrates how and why it is now set to play an increasingly important role in in vitro diagnostics in particular, and clinical chemistry in general.


Assuntos
Química Clínica/métodos , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz , Química Clínica/economia , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz/economia
2.
Mass Spectrom Rev ; 33(4): 237-76, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24167057

RESUMO

Reactive-nitrogen species (RNS) such as peroxynitrite (ONOO(-)), that is, the reaction product of nitric oxide ((•)NO) and superoxide (O2(-•)), nitryl chloride (NO2Cl) and (•)NO2 react with the activated aromatic ring of tyrosine to form 3-nitrotyrosine. This modification, which has been known for more than a century, occurs to both the free form of the amino acid (i.e., soluble/free tyrosine) and to tyrosine residues covalently bound within the backbone of peptides and proteins. Nitration of tyrosine is thought to be of biological significance and has been linked to health and disease, but determining its role has proved challenging. Several key questions have been the focus of much of the research activity: (a) to what extent is free/soluble tyrosine nitrated in biological tissues and fluids, and (b) are there specific site(s) of nitration within peptides/proteins and to what extent (i.e., stoichiometry) does this modification occur? These issues have been addressed in a wide range of sample types (e.g., blood, urine, CSF, exhaled breath condensate and various tissues) and a diverse array of physiological/pathophysiological scenarios. The accurate determination of nitrated tyrosine is, however, a stumbling block. Despite extensive study, the extent to which nitration occurs in vivo, the specificity of the nitration reaction, and its importance in health and disease, remain unclear. In this review, we highlight the analytical challenges and discuss the approaches adopted to address them. Mass spectrometry, in combination with either gas chromatography (GC-MS, GC-MS/MS) or liquid chromatography (LC-MS/MS), has played the central role in the analysis of 3-nitrotyrosine and tyrosine-nitrated biological macromolecules. We discuss its unique attributes and highlight the role of stable-isotope labeled 3-nitrotyrosine analogs in both accurate quantification, and in helping to define the biological relevance of tyrosine nitration. We show that the application of sophisticated mass spectrometric techniques is advantageous if not essential, but that this alone is by no means a guarantee of accurate findings. We discuss the important analytical challenges in quantifying 3-nitrotyrosine, possible workarounds, and we attempt to make sense of the disparate findings that have been reported so far.


Assuntos
Espectrometria de Massas/métodos , Tirosina/análogos & derivados , Aminoácidos/química , Animais , Artefatos , Líquidos Corporais/química , Dióxido de Carbono/química , Cromatografia Líquida de Alta Pressão/métodos , Cromatografia Líquida/métodos , Ésteres/química , Cromatografia Gasosa-Espectrometria de Massas/métodos , Glutationa/fisiologia , Humanos , Concentração de Íons de Hidrogênio , Espectrometria de Massas/tendências , Modelos Químicos , Estrutura Molecular , Nitrosação , Ácido Peroxinitroso/farmacologia , Fenóis/química , Proteínas/química , Proteínas/efeitos dos fármacos , Espécies Reativas de Nitrogênio/análise , Compostos de Sulfidrila/química , Tirosina/análise , Tirosina/isolamento & purificação , Estudos de Validação como Assunto
4.
Rheumatology (Oxford) ; 51(3): 423-33, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-22179724

RESUMO

This review examines the biomarker development process by using rheumatic disorders as the disease model for discussion. We evaluate the current role of biomarkers in the practice of rheumatology and discuss their likely role in the future. We define the essential components of the biomarker development pipeline and discuss the issue of fitness for purpose, i.e. what the biomarker(s) might offer in a clinical setting. As a component of this review we also highlight several emerging technologies that are beginning to provide practical solutions to support biomarker validation. In the process, we highlight some scenarios where additional biomarkers would add considerable value to clinical practice, and we review appropriate methods for each. We also emphasize some important but infrequently discussed considerations, including the need for protein variant verification. Ultimately, the adroit application of the methods of proteomics will transform the practice rheumatology and allow personalized clinical practice to become a reality.


Assuntos
Biomarcadores/análise , Reumatologia , Humanos , Proteômica/métodos , Proteômica/tendências , Reumatologia/tendências
5.
Breast Cancer Res Treat ; 124(2): 297-305, 2010 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-20087651

RESUMO

This study was designed to quantify and identify differences in protein levels between tumor and adjacent normal breast tissue from the same breast in 18 women with stage I/II ER positive/Her2/neu negative invasive breast cancer. Eighteen separate difference gel electrophoresis (DIGE) gels were run (1 gel per patient). Relative quantification was based on DIGE analysis. After excision and tryptic digestion, matrix-assisted laser desorption/ionization time-of-flight mass spectrometry and peptide mass mapping were used to identify protein spots. Two hundred and forty-three spots were differentially abundant between normal and cancer tissues. Fifty spots were identified: 41 were over abundant and nine were less abundant in cancers than in normal breast tissue. Western blotting provided independent confirmation for three of the most biologically and statistically interesting proteins. All 18 gels were replicated by another technician and 32% of the differentially abundant proteins were verified by the duplicate analysis. Follow-up studies are now examining these proteins as biomarkers in blood.


Assuntos
Biomarcadores Tumorais/análise , Neoplasias da Mama/química , Receptor ErbB-2/análise , Receptores de Estrogênio/análise , Adulto , Idoso , Idoso de 80 Anos ou mais , Western Blotting , Neoplasias da Mama/patologia , Bases de Dados de Proteínas , Eletroforese em Gel Bidimensional , Feminino , Humanos , Pessoa de Meia-Idade , Invasividade Neoplásica , Estadiamento de Neoplasias , Variações Dependentes do Observador , Mapeamento de Peptídeos , Proteômica/métodos , Reprodutibilidade dos Testes , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz
6.
J Mass Spectrom ; 55(8): e4524, 2020 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-32558000

RESUMO

The development of a reliable quantitative method for a specific application requires consideration of several important principles. Although mass spectrometry has become the "gold standard" for sensitive and precise multicomponent quantification, it does not necessarily follow that all quantitative data generated by mass spectrometry are either precise or accurate. Depending on the nature of the sample and the goal of the assay, the endeavor can be challenging. With attention to some critical concerns, valid results can be obtained; without attention to these concerns, results can be misleading and, in some instances, invalid. For almost 10 years, beginning in 1996, the authors of this article, together with their friend and colleague Al Yergey, taught an American Society for Mass Spectrometry (ASMS) Short Course on the principles of quantitative mass spectrometry. In this Special Feature, we revisit and update some of these principles. We pay special attention to the contributions of Al Yergey to the course that not only enriched our own understanding of quantitative analysis but also had a measurable impact on the entire field of mass spectrometry.

7.
Methods Mol Biol ; 2138: 49-81, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32219740

RESUMO

The apolipoproteins are well known for their roles in both health and disease, as components of plasma lipoprotein particles, such as high-density lipoprotein (HDL), low-density lipoprotein (LDL), very-low-density lipoprotein (VLDL), chylomicrons, and metabolic, vascular- and inflammation-related disorders, such as cardiovascular disease, atherosclerosis, metabolic syndrome, and diabetes. Increasingly, their roles in neurovascular and neurodegenerative disorders are also being elucidated. They play major roles in lipid and cholesterol transport between blood and organs and are, therefore, critical to maintenance and homeostasis of the lipidome, with apolipoprotein-lipid interactions, including cholesterol, fatty acids, triglycerides, phospholipids, and isoprostanes. Further, they have important pleiotropic roles related to aging and longevity, which are largely managed through their many structural variants, including multiple isoforms, and a diversity of post-translational modifications. Consequently, tools for the characterization and accurate quantification of apolipoproteins, including their diverse array of variant forms, are required to understand their salutary and disease related roles. In this chapter we outline three distinct quantitative approaches suitable for targeting apolipoproteins: (1) multiplex immunoassays, (2) mass spectrometric immunoassay, and (3) multiple reaction monitoring, mass spectrometric quantification. We also discuss management of pre-analytical and experimental design variables.


Assuntos
Apolipoproteínas/sangue , Plasma/metabolismo , Animais , Estudos de Avaliação como Assunto , Humanos , Imunoensaio/métodos , Espectrometria de Massas/métodos
8.
Proteomics ; 9(5): 1124-7, 2009 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-19253279

RESUMO

Precise and accurate protein quantification is critical to many areas of proteomics. Antibody-based approaches are costly and time-consuming to develop, consequently, there is considerable interest in alternative quantitative methods that are versatile and can be implemented without the considerable delays associated with antibody development and characterization. Approaches based on MS have therefore attracted considerable attention and are now frequently touted as the most practical and powerful of all options. Nevertheless, there are serious limitations associated with quantifying a protein based on tandem mass analysis of one or two peptides generated by either chemical or enzymatic cleavage. In an accompanying Viewpoint article, Molloy and coworkers point out that selectivity is not necessarily guaranteed despite the power of SRM. Here we address an additional concern that can also compromise specificity. In complex mammalian systems, multiple proteins can serve as precursors of a single peptide and consequently, depending on the peptide(s) selected, protein levels may be significantly under- or overestimated.


Assuntos
Espectrometria de Massas/métodos , Proteínas/análise , Proteômica/métodos , Animais , Humanos , Peptídeos/análise , Peptídeos/química , Proteínas/química
9.
J Mass Spectrom ; 54(3): 288-300, 2019 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-30676684

RESUMO

Increasingly, the activities of the practicing scientist inextricably intersect with the business world. Science is central to the development and delivery of many goods or services, and scientific discovery can directly, or indirectly, lead to substantial revenue generation. Scientists, however, have little training in the complex issues of intellectual property (IP), and often little understanding of their rights and obligations. Here, we define IP and disuss what it means to be an inventor or creator of IP. We define and differentiate between the primary forms of IP-trade secrets, copyright, trademarks, and patents-and discuss their implementation and implications for the practicing scientist.

10.
J Neurochem ; 105(3): 725-37, 2008 May.
Artigo em Inglês | MEDLINE | ID: mdl-18088372

RESUMO

This study was designed to assess the influence of high-energy head-focused microwave irradiation and the post-mortem interval on measurements of the mouse brain proteome. Difference gel electrophoresis was used to compare mouse brain protein levels in animals killed by decapitation, where the tissue was held at 25 degrees C for selected time intervals post-mortem, and by high-energy head-focused microwave irradiation followed by immediate resection. Microwave-mediated killing was used because it comprehensively snap-inactivates enzymes while largely retaining brain cytoarchitecture. Of the 912 protein spots common to at least eight of 10 gels analyzed, 35 (3.8%) showed significant differences in levels (t-test; p < 0.05) depending on whether animals were killed by microwave irradiation or decapitation. When animals were killed by decapitation, 43 protein spots (4.7%) showed changes in levels over the post-mortem interval (anova; p < 0.05). The vast majority of the near 1000 proteins evident on a 2D gel were stable for up to 4 h. These data have important implications for studies of proteins in the brain, whether based on analysis of tissue derived from animal models or from humans.


Assuntos
Química Encefálica/efeitos da radiação , Encéfalo/efeitos da radiação , Micro-Ondas , Proteínas do Tecido Nervoso/efeitos da radiação , Mudanças Depois da Morte , Proteoma/efeitos da radiação , Animais , Encéfalo/metabolismo , Decapitação , Eletroforese em Gel Bidimensional , Espectrometria de Massas , Camundongos , Proteínas do Tecido Nervoso/análise , Proteínas do Tecido Nervoso/metabolismo , Proteoma/metabolismo , Proteômica , Fixação de Tecidos/métodos
11.
Brief Funct Genomic Proteomic ; 7(5): 355-70, 2008 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-19106161

RESUMO

This review summarizes the essential characteristics of matrix-assisted laser desorption/ionization (MALDI) time-of-flight mass spectrometry (TOF MS), especially as they relate to its applications in quantitative analysis. Approaches to quantification by MALDI-TOF MS are presented and published applications are critically reviewed.


Assuntos
Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz/métodos , Reprodutibilidade dos Testes
12.
J Mass Spectrom ; 53(6): 525-540, 2018 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-29532552

RESUMO

The practice of laser desorption/ionization (LDI) mass spectrometry continues to evolve. In the most commonly adopted manifestation of LDI, matrix assisted LDI, attention continues to be directed towards novel sample application strategies and modifications to the sample plate. Specifically, researchers continue to explore adaptations to the conventional, stainless steel sample plate that is the centerpiece of conventional LDI. Numerous variants of LDI-MS have been reported based on modifications of the plate surface, but none of these is widely adopted, either by end-users or by instrument manufacturers. Further, at this time, advances in surface engineering have had only modest impact on day-to-day operation. In this article, we review and discuss some of the numerous, but scattered reports on novel LDI strategies with an emphasis on modified sample support substrates and plates. We discuss and highlight innovations that have the potential to markedly enhance the utility of LDI-MS.

13.
Toxicol Sci ; 97(2): 253-64, 2007 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-17369196

RESUMO

The pharmacokinetics, cerebrovascular permeability, and tissue distribution of the neurotoxic plasticizer N-butylbenzenesulfonamide (NBBS) were determined in rats. A stable isotope-labeled form ([(13)C(6)]NBBS) was used to circumvent ubiquitous contamination that was evident whenever the native form was measured. Plasticizer decline in plasma, following an iv dose of 1 mg/kg, was described by a triexponential decay function. NBBS was cleared from plasma at a rate of 25 ml/min/kg, and 24 h after administration, plasma concentrations represented 0.04% of the administered dose. These data suggest rapid elimination and uptake into tissue; however, NBBS was not accumulated by any of the tissues studied (i.e., liver, kidney, muscle, adipose tissue, and brain). Given the critical interest in NBBS neurotoxicity, the brain uptake of [(13)C(6)]NBBS was further explored in experiments using the in situ brain perfusion technique. During perfusion with protein-free saline for 15-30 s, the single-pass brain extraction for free [(13)C(6)]NBBS was very high (73-100%) with a unidirectional blood-brain barrier transfer constant (K(in)) of > 0.08 ml/s/g. No significant differences were found in [(13)C(6)]NBBS content among the measured brain regions. Plasma protein binding (70%) only slightly lowered the single-pass brain extraction to 48%. In summary, the results demonstrate that NBBS distributes rapidly to tissues, including brain. Though highly lipophilic with a Log octanol/water partition coefficient of 2.17 +/- 0.09, brain:blood ratios (2:1) for NBBS were consistent throughout the experimental duration, with little indication of accumulation.


Assuntos
Encéfalo/metabolismo , Síndromes Neurotóxicas/metabolismo , Plastificantes/farmacocinética , Plastificantes/toxicidade , Sulfonamidas/farmacocinética , Sulfonamidas/toxicidade , Algoritmos , Animais , Proteínas Sanguíneas/metabolismo , Barreira Hematoencefálica/fisiologia , Sistema Nervoso Central/metabolismo , Fenômenos Químicos , Físico-Química , Cromatografia Gasosa-Espectrometria de Massas , Injeções Intravenosas , Marcação por Isótopo , Masculino , Nervos Periféricos/metabolismo , Ligação Proteica , Ratos , Ratos Sprague-Dawley , Medula Espinal/metabolismo , Sulfonamidas/sangue , Distribuição Tecidual
14.
J Chromatogr B Analyt Technol Biomed Life Sci ; 851(1-2): 83-92, 2007 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-17070739

RESUMO

In this article we critically review the development and application of gas chromatography-mass spectrometry (GC-MS) techniques to the measurement of the nitric oxide (NO) metabolites, nitrite and nitrate, in human biological fluids. Our focus is on the issue of the fitness of any analytical strategy to its intended purpose and the validity of the analytical results generated. The accuracy, precision, recovery, selectivity and sensitivity of the various methods are evaluated and the potential pitfalls, both specific to the methods, and general to the area, are considered. Several examples of the applications of these techniques to clinical investigations of NO physiology are also critically evaluated.


Assuntos
Líquidos Corporais/química , Cromatografia Gasosa-Espectrometria de Massas/métodos , Nitratos/análise , Óxido Nítrico/análise , Nitritos/análise , Humanos , Reprodutibilidade dos Testes
15.
J Am Soc Mass Spectrom ; 27(3): 532-41, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-26733405

RESUMO

Measurement of glycated hemoglobin is widely used for the diagnosis and monitoring of diabetes mellitus. Matrix assisted laser desorption/ionization (MALDI) time of flight (TOF) mass spectrometry (MS) analysis of patient samples is used to demonstrate a method for quantitation of total glycation on the ß-subunit of hemoglobin. The approach is accurate and calibrated with commercially available reference materials. Measurements were linear (R(2) > 0.99) across the clinically relevant range of 4% to 20% glycation with coefficients of variation of ≤ 2.5%. Additional and independent measurements of glycation of the α-subunit of hemoglobin are used to validate ß-subunit glycation measurements and distinguish hemoglobin variants. Results obtained by MALDI-TOF MS were compared with those obtained in a clinical laboratory using validated HPLC methodology. MALDI-TOF MS sample preparation was minimal and analysis times were rapid making the method an attractive alternative to methodologies currently in practice.


Assuntos
Hemoglobinas Glicadas/análise , Subunidades de Hemoglobina/análise , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz/métodos , Cromatografia Líquida de Alta Pressão/métodos , Diabetes Mellitus/diagnóstico , Humanos , Modelos Lineares
16.
Exp Biol Med (Maywood) ; 230(11): 808-17, 2005 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-16339745

RESUMO

The excitement associated with clinical applications of proteomics was initially focused on its potential to serve as a vehicle for both biomarker discovery and drug discovery and routine clinical sample analysis. Some approaches were thought to be able to "identify" mass spectral characteristics that distinguished between control and disease samples, and thereafter it was believed that the same tool could be employed to screen samples in a high-throughput clinical setting. However, this has been difficult to achieve, and the early promise is yet to be fully realized. While we see an important place for mass spectrometry in drug and biomarker discovery, we believe that alternative strategies will prove more fruitful for routine analysis. Here we discuss the power and versatility of 2D gels and mass spectrometry in the discovery phase of biomarker work but argue that it is better to rely on immunochemical methods for high-throughput validation and routine assay applications.


Assuntos
Proteoma/análise , Proteômica , Animais , Biomarcadores/análise , Biomarcadores/metabolismo , Desenho de Fármacos , Eletroforese em Gel Bidimensional , Humanos , Imunoquímica , Espectrometria de Massas , Proteoma/metabolismo
17.
Exp Biol Med (Maywood) ; 230(11): 800-7, 2005 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-16339744

RESUMO

Estrogen is known to affect the regulation of all six of the established anterior pituitary gland (AP) hormones, but little is known of the specifics of its regulation of the AP hormones, their isoforms, and nonhormonal AP proteins. We used difference gel electrophoresis in conjunction with matrix-assisted laser desorption/ionization time-of-flight mass spectrometry and peptide mass fingerprinting to quantify the effects of estrogen on the AP-soluble protein fraction in rats. Two-month-old rats were ovariectomized and used at 6 months of age. They were injected subcutaneously with sesame oil vehicle or 50 mug estradiol valerate in vehicle and studied 48 hrs later, approximately 3 hrs before the time of the anticipated onset of the estrogen-induced surges of gonadotropins in blood. The APs were pooled, and the soluble protein fraction was examined in replicate analyses. After DeCyder software analysis, we identified 26 protein spots that had a 1.5-fold or greater average increase in the experimental group relative to the controls. Nineteen showed a 1.5-fold or greater decrease. Estrogen increased levels of the more acidic isoforms of growth hormone and prolactin and of proteins involved in protein synthesis, folding, and secretion (e.g., eukaryotic translation elongation factor 2, ERp57, ERp29, Hsc70-ps1, calreticulin, coatomer delta subunit, and secretogranin II) and of some metabolic enzymes (e.g., arginosuccinate synthetase, enolase 1, creatine kinase B, phosphoglycerate mutase, malate dehydrogenase, pyruvate kinase, and aldolase A). The majority of the downregulated proteins were involved in RNA or DNA interactions (e.g., five heterogeneous nuclear ribonucleoproteins, DEAD-box proteins 17 and 48, ssDNA binding protein PUR-alpha, PTB-associated splicing factor, and Pigpen protein), but isovaleryl coenzyme A dehydrogenase, mitochondrial aldehyde dehydrogenase, stathmin 1, vinculin, radixin, and secretogranin III were also reduced. Our results indicate that estrogen acts in vivo within 48 hrs to modulate levels of a significant number of AP proteins.


Assuntos
Regulação para Baixo/fisiologia , Estradiol/administração & dosagem , Estrogênios/metabolismo , Adeno-Hipófise/fisiologia , Proteoma/fisiologia , Regulação para Cima/fisiologia , Animais , DNA/metabolismo , Regulação para Baixo/efeitos dos fármacos , Estradiol/metabolismo , Feminino , Hormônio do Crescimento/sangue , Ovariectomia , Prolactina/sangue , Biossíntese de Proteínas/efeitos dos fármacos , Biossíntese de Proteínas/fisiologia , Dobramento de Proteína , Proteoma/efeitos dos fármacos , RNA/metabolismo , Ratos , Regulação para Cima/efeitos dos fármacos
19.
J Mass Spectrom ; 55(8): e4535, 2020 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-32725946
20.
Biomed Res Int ; 2015: 519830, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25789320

RESUMO

Alpha-linolenic acid (ALA) is plant-based essential omega-3 polyunsaturated fatty acids that must be obtained through the diet. This could explain in part why the severe deficiency in omega-3 intake pointed by numerous epidemiologic studies may increase the brain's vulnerability representing an important risk factor in the development and/or deterioration of certain cardio- and neuropathologies. The roles of ALA in neurological disorders remain unclear, especially in stroke that is a leading cause of death. We and others have identified ALA as a potential nutraceutical to protect the brain from stroke, characterized by its pleiotropic effects in neuroprotection, vasodilation of brain arteries, and neuroplasticity. This review highlights how chronic administration of ALA protects against rodent models of hypoxic-ischemic injury and exerts an anti-depressant-like activity, effects that likely involve multiple mechanisms in brain, and may be applied in stroke prevention. One major effect may be through an increase in mature brain-derived neurotrophic factor (BDNF), a widely expressed protein in brain that plays critical roles in neuronal maintenance, and learning and memory. Understanding the precise roles of ALA in neurological disorders will provide the underpinnings for the development of new therapies for patients and families who could be devastated by these disorders.


Assuntos
Ácidos Graxos Ômega-3/metabolismo , Fármacos Neuroprotetores/metabolismo , Acidente Vascular Cerebral/prevenção & controle , Ácido alfa-Linolênico/metabolismo , Animais , Encéfalo/metabolismo , Fator Neurotrófico Derivado do Encéfalo/metabolismo , Humanos , Acidente Vascular Cerebral/metabolismo
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