Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 14 de 14
Filtrar
Mais filtros










Base de dados
Intervalo de ano de publicação
1.
J Clin Pharmacol ; 63(5): 622-632, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36601737

RESUMO

This article presents the population pharmacokinetic (PopPK) analysis and exposure-response analyses for the primary efficacy end point-acute graft-versus-host disease (aGVHD) day 28 response-and select safety measures (incidence of thrombocytopenia, hypertriglyceridemia, and cytomegalovirus infection) from a phase 3 randomized, double-blind study comparing itacitinib plus corticosteroids versus placebo plus corticosteroids for the treatment of aGVHD. The PopPK data set contained sparse data from patients with aGVHD and select enriched data from healthy volunteers. The structural model was a 2-compartment model with first-order elimination and dose-dependent nonlinear absorption with dual first-order absorption pathways with lag times. Strong cytochrome P450 (CYP) 3A inhibitor coadministration, moderate renal impairment, and participant population (healthy volunteers vs patients with aGVHD) were covariates on apparent clearance. Participant population was also a covariate on apparent intercompartmental clearance and lag time of the secondary absorption compartment. Apparent clearance decreased 42% with coadministration of strong CYP3A inhibitors. Simulations supported the following dose reductions with concomitant use of a strong CYP3A inhibitor: 300 mg once daily to 200 mg once daily, 400 mg once daily to 300 mg once daily, and 600 mg once daily to 400 mg once daily. No dose adjustment is recommended for any other covariate based on the magnitude of impact when they were retained in the model. The exposure-response relationship was characterized between itacitinib exposure and probability of aGVHD day 28 response using a linear logistic regression model. Both itacitinib exposure and aGVHD risk status were significant predictors of response. There was no relationship between itacitinib exposure and thrombocytopenia, hypertriglyceridemia, or cytomegalovirus infection.


Assuntos
Doença Enxerto-Hospedeiro , Hipertrigliceridemia , Trombocitopenia , Humanos , Acetonitrilas , Inibidores do Citocromo P-450 CYP3A , Doença Enxerto-Hospedeiro/tratamento farmacológico , Trombocitopenia/induzido quimicamente
2.
Bioanalysis ; 14(19): 1257-1270, 2022 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-36416749

RESUMO

Aim: To develop and validate a bioanalytical method for the quantification of INCB000928 in hemodialysate. Materials & methods: Blank dialysate and phosphate-buffered saline were compared with hemodialysate for surrogate matrix selection. Direct addition of internal standard without analyte extraction and a high-performance LC-MS/MS were used for analysis. Results & conclusion: INCB000928 in hemodialysate exhibited strong nonspecific binding to polypropylene containers. In the presence of 10% isopropyl alcohol, the loss of INCB000928 was fully recovered, regardless of pre- or post-addition of the solvent. Blank dialysate and phosphate-buffered saline were determined to be appropriate surrogate matrices by using a three-way cross-comparison and were subsequently validated in the quantitative analysis of INCB000928 in hemodialysate.


Fibrodysplasia ossificans progressiva (FOP) is a very rare disease characterized by congenital malformation of the great toes and progressive heterotopic ossification. The genetic cause of FOP is mutation in the gene ALK2. INCB000928 is a novel and orally available drug that inhibits ALK2 protein activity and has been shown to prevent ossification in a laboratory mouse model of FOP. Patients with end-stage renal disease who undergo hemodialysis may require a different dose of INCB000928. This study showed that INCB000928 was heavily adsorbed by the container wall, resulting in underestimated drug levels in hemodialysate. We present a method to accurately measure INCB000928 levels in hemodialysate by using isopropyl alcohol as an antiadsorption agent and cost-effective surrogate matrix.


Assuntos
Miosite Ossificante , Humanos , Soluções para Hemodiálise , Cromatografia Líquida , Receptores de Ativinas Tipo I/metabolismo , Espectrometria de Massas em Tandem , Inibidores de Proteínas Quinases , Fosfatos
3.
J Huntingtons Dis ; 11(2): 141-151, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35404288

RESUMO

BACKGROUND: Mitochondria (MT) are energy "powerhouses" of the cell and the decline in their function from oxidative damage is strongly correlated in many diseases. To suppress oxygen damage, we have developed and applied XJB-5-131 as a targeted platform for neutralizing reactive oxygen species (ROS) directly in MT. Although the beneficial activity of XJB-5-131 is well documented, the mechanism of its protective effects is not yet fully understood. OBJECTIVE: Here, we elucidate the mechanism of protection for XJB-5-131, a mitochondrial targeted antioxidant and electron scavenger. METHODS: The Seahorse Flux Analyzer was used to probe the respiratory states of isolated mouse brain mitochondria treated with XJB-5-131 compared to controls. RESULTS: Surprisingly, there is no direct impact of XJB-5-131 radical scavenger on the electron flow through the electron transport chain. Rather, XJB-5-131 is a mild uncoupler of oxidative phosphorylation. The nitroxide moiety in XJB-5-131 acts as a superoxide dismutase mimic, which both extracts or donates electrons during redox reactions. The electron scavenging activity of XJB-5-131 prevents the leakage of electrons and reduces formation of superoxide anion, thereby reducing ROS. CONCLUSION: We show here that XJB-5-131 is a mild uncoupler of oxidative phosphorylation in MT. The mild uncoupling property of XJB-5-131 arises from its redox properties, which exert a protective effect by reducing ROS-induced damage without sacrificing energy production. Because mitochondrial decline is a common and central feature of toxicity, the favorable properties of XJB-5-131 are likely to be useful in treating Huntington's disease and a wide spectrum of neurodegenerative diseases for which oxidative damage is a key component. The mild uncoupling properties of XJB-5-131 suggest a valuable mechanism of action for the design of clinically effective antioxidants.


Assuntos
Doença de Huntington , Fosforilação Oxidativa , Animais , Óxidos N-Cíclicos/farmacologia , Camundongos , Estresse Oxidativo , Espécies Reativas de Oxigênio/farmacologia
4.
Bioanalysis ; 14(7): 405-419, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-35264018

RESUMO

Aim: To develop a bioanalytical method for quantifying INCB000928 in human saliva. Materials & methods: Human centrifuged saliva and human whole saliva were compared for matrix selection. Protein precipitation extraction and HPLC-MS/MS was used for analysis. Results & conclusion: Nonspecific binding of INCB000928 was reduced in whole versus centrifuged saliva. Whole saliva was a preferred matrix for INCB000928 bioanalytical method validation. Incurred sample reanalysis (ISR) using a successfully validated method failed in a healthy volunteer study because of inhomogeneous INCB000928 concentration across sample tube depths. Individual mixing of sample tubes followed by immediate aliquoting corrected the ISR failure, with 97.2% of repeats passing versus 41.7% for the same ISR samples.


Fibrodysplasia ossificans progressiva (FOP) is a very rare condition where bone forms outside the skeleton (ossification), leading to restricted movement, decreased quality of life and shortened life span. Mutations in a gene called ALK2 have been identified as causing FOP. INCB000928 is a novel drug (to be taken by mouth) which inhibits ALK2 activity and prevents ossification in a laboratory mouse model of FOP. Because monitoring of the levels and efficacy of a drug often requires blood draws, which can be taxing in patients with FOP, this study aimed to develop a method to measure INCB000928 levels in saliva. The authors propose a unique procedure to process saliva samples to ensure accurate, reproducible quantitation of INCB000928 levels in saliva.


Assuntos
Miosite Ossificante , Saliva , Receptores de Ativinas Tipo I/genética , Receptores de Ativinas Tipo I/metabolismo , Humanos , Mutação , Saliva/metabolismo , Espectrometria de Massas em Tandem
5.
PLoS One ; 8(7): e68831, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23874783

RESUMO

Many hereditary diseases are characterized by region-specific toxicity, despite the fact that disease-linked proteins are generally ubiquitously expressed. The underlying basis of the region-specific vulnerability remains enigmatic. Here, we evaluate the fundamental features of mitochondrial and glucose metabolism in synaptosomes from four brain regions in basal and stressed states. Although the brain has an absolute need for glucose in vivo, we find that synaptosomes prefer to respire on non-glycolytic substrates, even when glucose is present. Moreover, glucose is metabolized differently in each brain region, resulting in region-specific "signature" pools of non-glycolytic substrates. The use of non-glycolytic resources increases and dominates during energy crisis, and triggers a marked region-specific metabolic response. We envision that disease-linked proteins confer stress on all relevant brain cells, but region-specific susceptibility stems from metabolism of non-glycolytic substrates, which limits how and to what extent neurons respond to the stress.


Assuntos
Encéfalo/metabolismo , Mitocôndrias/metabolismo , Animais , Glucose/metabolismo , Glicólise , Camundongos , Camundongos Endogâmicos C57BL , Especificidade por Substrato , Sinaptossomos/metabolismo
6.
Cell Rep ; 2(5): 1137-42, 2012 Nov 29.
Artigo em Inglês | MEDLINE | ID: mdl-23122961

RESUMO

Oxidative damage and mitochondrial dysfunction are implicated in aging and age-related neurodegenerative diseases, including Huntington's disease (HD). Many naturally occurring antioxidants have been tested for their ability to correct for deleterious effects of reactive oxygen species, but often they lack specificity, are tissue variable, and have marginal efficacy in human clinical trials. To increase specificity and efficacy, we have designed a synthetic antioxidant, XJB-5-131, to target mitochondria. We demonstrate in a mouse model of HD that XJB-5-131 has remarkably beneficial effects. XJB-5-131 reduces oxidative damage to mitochondrial DNA, maintains mitochondrial DNA copy number, suppresses motor decline and weight loss, enhances neuronal survival, and improves mitochondrial function. The findings poise XJB-5-131 as a promising therapeutic compound.


Assuntos
Antioxidantes/farmacologia , Óxidos N-Cíclicos/farmacologia , Dano ao DNA/efeitos dos fármacos , Mitocôndrias/efeitos dos fármacos , Atividade Motora/efeitos dos fármacos , Animais , Antioxidantes/uso terapêutico , Sobrevivência Celular/efeitos dos fármacos , Células Cultivadas , Óxidos N-Cíclicos/uso terapêutico , DNA Mitocondrial/metabolismo , Modelos Animais de Doenças , Dosagem de Genes , Doença de Huntington/tratamento farmacológico , Doença de Huntington/metabolismo , Doença de Huntington/patologia , Camundongos , Camundongos Endogâmicos C57BL , Mitocôndrias/metabolismo , Neurônios/citologia , Neurônios/efeitos dos fármacos , Estresse Oxidativo/efeitos dos fármacos , Estresse Oxidativo/genética , Redução de Peso/efeitos dos fármacos
7.
Mech Ageing Dev ; 133(4): 176-85, 2012 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-22336883

RESUMO

Retinoic acid (RA) is used in differentiation therapy to treat a variety of cancers including neuroblastoma. The contributing factors for its therapeutic efficacy are poorly understood. However, mitochondria (MT) have been implicated as key effectors in RA-mediated differentiation process. Here we utilize the SH-SY5Y human neuroblastoma cell line as a model to examine how RA influences MT during the differentiation process. We find that RA confers an approximately sixfold increase in the oxygen consumption rate while the rate of glycolysis modestly increases. RA treatment does not increase the number of MT or cause measurable changes in the composition of the electron transport chain. Rather, RA treatment significantly increases the mitochondrial spare respiratory capacity. We propose a competition model for the therapeutic effects of RA. Specifically, the high metabolic rate in differentiated cells limits the availability of metabolic nutrients for use by the undifferentiated cells and suppresses their growth. Thus, RA treatment provides a selective advantage for the differentiated state.


Assuntos
Antineoplásicos/farmacologia , Diferenciação Celular/efeitos dos fármacos , Metabolismo Energético/efeitos dos fármacos , Mitocôndrias/efeitos dos fármacos , Neuroblastoma/metabolismo , Neurônios/efeitos dos fármacos , Consumo de Oxigênio/efeitos dos fármacos , Tretinoína/farmacologia , Linhagem Celular Tumoral , Respiração Celular/efeitos dos fármacos , Complexo de Proteínas da Cadeia de Transporte de Elétrons/metabolismo , Glicólise/efeitos dos fármacos , Humanos , Mitocôndrias/metabolismo , Mitocôndrias/patologia , Neuroblastoma/patologia , Neurônios/metabolismo , Neurônios/patologia , Fosforilação Oxidativa/efeitos dos fármacos , Fatores de Tempo
8.
J Proteome Res ; 8(10): 4500-10, 2009 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-19705877

RESUMO

Parkinson's disease (PD) is characterized by loss of dopaminergic neurons in the substantia nigra and formation of intracytoplasmic Lewy bodies (LBs). Loss-of-function mutations in parkin which encodes an E3 ubiquitin protein ligase contribute to a predominant cause of a familial form of PD termed autosomal recessive juvenile Parkinsonism (AR-JP). Drosophila parkin null mutants display muscle degeneration and mitochondrial dysfunction, providing an animal model to study Parkin-associated molecular pathways in PD. To define protein alterations involved in Parkin pathogenesis, we performed quantitative proteomic analyses of Drosophila parkin null mutants and age-matched controls utilizing both global internal standard technology (GIST) and extracted ion chromatogram peak area (XICPA) label-free approaches. A total of 375 proteins were quantified with a minimum of two peptide identifications from the combination of the XICPA and GIST measurements applied to two independent biological replicates. Sixteen proteins exhibited significant alteration. Seven of the dysregulated proteins are involved in energy metabolism, of which six were down-regulated. All five proteins involved in transporter activity exhibited higher levels, of which larval serum protein 1alpha, larval serum protein 1beta, larval serum protein 1gamma, and fat body protein 1 showed >10-fold up-regulation and substantially higher level of fat body protein 1 was confirmed by Western blot analysis. These findings suggest that abnormalities in energy metabolism and protein transporter activity pathways may be associated with the pathogenesis of Parkin-associated AR-JP.


Assuntos
Proteínas de Drosophila , Marcação por Isótopo/métodos , Proteoma , Proteômica/métodos , Animais , Animais Geneticamente Modificados , Western Blotting , Drosophila/metabolismo , Proteínas de Drosophila/análise , Proteínas de Drosophila/genética , Proteínas de Drosophila/metabolismo , Metabolismo Energético , Feminino , Hemoglobinas/análise , Masculino , Fragmentos de Peptídeos/análise , Transporte Proteico , Proteoma/análise , Proteoma/metabolismo , Padrões de Referência , Reprodutibilidade dos Testes , Projetos de Pesquisa , Ubiquitina-Proteína Ligases , alfa-Sinucleína/genética , alfa-Sinucleína/metabolismo
9.
J Proteome Res ; 7(9): 3911-21, 2008 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-18683964

RESUMO

The alpha-synuclein protein is associated with several neurodegenarative diseases, including Parkinson's disease (PD). In humans, only mutated forms of alpha-synuclein are linked to PD; however, panneural expression of human wild-type (WT) alpha-synuclein induces Parkinson's like-symptoms in Drosophila. Here, we report a quantitative proteomic analysis of WT alpha-synuclein transgenic flies with age-matched controls at the presymptomatic stage utilizing a global isotopic labeling strategy combined with multidimensional liquid chromatographies and tandem mass spectrometry. The analysis includes two biological replicates, in which samples are isotopically labeled in forward and reverse directions. In total, 229 proteins were quantified from assignments of at least two peptide sequences. Of these, 188 (82%) proteins were detected in both forward and reverse labeling measurements. Twelve proteins were found to be differentially expressed in response to the expression of human WT alpha-synuclein; down-regulations of larval serum protein 2 and fat body protein 1 levels were confirmed by Western blot analysis. Gene Ontology analysis indicates that the dysregulated proteins are primarily associated with cellular metabolism and signaling, suggesting potential contributions of perturbed metabolic and signaling pathways to PD. An increased level of the iron (III)-binding protein, ferritin, typically found in the brains of PD patients, is also observed in presymptomatic WT alpha-synuclein expressing animals. The observed alterations in both pathology-associated and novel proteins may shed light on the pathological roles of alpha-synuclein that may lead to the development of diagnostic strategies at the presymptomatic stage.


Assuntos
Modelos Animais de Doenças , Doença de Parkinson/metabolismo , Proteoma , alfa-Sinucleína/metabolismo , Sequência de Aminoácidos , Animais , Animais Geneticamente Modificados , Western Blotting , Cromatografia Líquida , Drosophila , Humanos , Dados de Sequência Molecular , Padrões de Referência , Espectrometria de Massas em Tandem , alfa-Sinucleína/química
10.
Mol Cell Proteomics ; 7(7): 1191-203, 2008 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-18353766

RESUMO

A global isotopic labeling strategy combined with multidimensional liquid chromatographies and tandem mass spectrometry was used for quantitative proteome analysis of a presymptomatic A53T alpha-synuclein Drosophila model of Parkinson disease (PD). Multiple internal standard proteins at different concentration ratios were spiked into samples from PD-like and control animals to assess quantification accuracy. Two biological replicates isotopically labeled in forward and reverse directions were analyzed. A total of 253 proteins were quantified with a minimum of two identified peptide sequences (for each protein); 180 ( approximately 71%) proteins were detected in both forward and reverse labeling measurements. Twenty-four proteins were differentially expressed in A53T alpha-synuclein Drosophila; up-regulation of troponin T and down-regulation of fat body protein 1 were confirmed by Western blot analysis. Elevated expressions of heat shock protein 70 cognate 3 and ATP synthase are known to be directly involved in A53T alpha-synuclein-mediated toxicity and PD; three up-regulated proteins (muscle LIM protein at 60A, manganese-superoxide dismutase, and troponin T) and two down-regulated proteins (chaoptin and retinal degeneration A) have literature-supported associations with cellular malfunctions. That these variations were observed in presymptomatic animals may shed light on the etiology of PD. Protein interaction network analysis indicated that seven proteins belong to a single network, which may provide insight into molecular pathways underlying PD. Gene Ontology analysis indicated that the dysregulated proteins are primarily associated with membrane, endoplasmic reticulum, actin cytoskeleton, mitochondria, and ribosome. These associations support prior findings in studies of the A30P alpha-synuclein Drosophila model (Xun, Z. Y., Sowell, R. A., Kaufman, T. C., and Clemmer, D. E. (2007) Protein expression in a Drosophila model of Parkinson's disease. J. Proteome Res. 6, 348-357; Xun, Z. Y., Sowell, R. A., Kaufman, T. C., and Clemmer, D. E. (2007) Lifetime proteomic profiling of an A30P alpha-synuclein Drosophila model of Parkinson's disease. J. Proteome Res. 6, 3729-3738) that defects in cellular components such as actin cytoskeleton and mitochondria may contribute to the development of later symptoms.


Assuntos
Modelos Animais de Doenças , Drosophila melanogaster/metabolismo , Doença de Parkinson/metabolismo , Proteômica/métodos , alfa-Sinucleína/genética , Algoritmos , Animais , Animais Geneticamente Modificados , Análise por Conglomerados , Drosophila melanogaster/genética , Drosophila melanogaster/fisiologia , Feminino , Humanos , Masculino , Mutação de Sentido Incorreto , Doença de Parkinson/genética , Doença de Parkinson/patologia , Fragmentos de Peptídeos/análise , Proteoma/análise
11.
Bioinformatics ; 24(1): 102-9, 2008 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-18033797

RESUMO

MOTIVATION: One of the major problems in shotgun proteomics is the low peptide coverage when analyzing complex protein samples. Identifying more peptides, e.g. non-tryptic peptides, may increase the peptide coverage and improve protein identification and/or quantification that are based on the peptide identification results. Searching for all potential non-tryptic peptides is, however, time consuming for shotgun proteomics data from complex samples, and poses a challenge for a routine data analysis. RESULTS: We hypothesize that non-tryptic peptides are mainly created from the truncation of regular tryptic peptides before separation. We introduce the notion of truncatability of a tryptic peptide, i.e. the probability of the peptide to be identified in its truncated form, and build a predictor to estimate a peptide's truncatability from its sequence. We show that our predictions achieve useful accuracy, with the area under the ROC curve from 76% to 87%, and can be used to filter the sequence database for identifying truncated peptides. After filtering, only a limited number of tryptic peptides with the highest truncatability are retained for non-tryptic peptide searching. By applying this method to identification of semi-tryptic peptides, we show that a significant number of such peptides can be identified within a searching time comparable to that of tryptic peptide identification.


Assuntos
Mapeamento de Peptídeos/métodos , Peptídeos/química , Proteoma/química , Alinhamento de Sequência/métodos , Análise de Sequência de Proteína/métodos , Tripsina/química , Sequência de Aminoácidos , Sítios de Ligação , Dados de Sequência Molecular , Ligação Proteica , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
12.
J Proteome Res ; 6(9): 3729-38, 2007 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-17683129

RESUMO

A survey of the proteome changes in an A30P alpha-synuclein Drosophila model of Parkinson's disease (PD) in comparison to age-matched controls is presented for seven different ages across the adult lifespan. The data were acquired by a shotgun proteomic approach that involves multidimensional liquid chromatographies coupled to mass spectrometry and database searching techniques. Semiquantitative analysis to assess relative changes in protein expression between the Drosophila PD model and age-matched controls provides evidence that 28, 19, 12, 5, 7, 23, and 17 proteins are significantly differentially expressed at days 1, 10, 20, 30, 40, 50, and 60, respectively. From the experimental approach employed, it appears that most dysregulated proteins are associated with narrow distributions of ages, such that disease-associated differences change substantially across the lifespan. Previous measurements [J. Proteome Res. 2007, 6, 348] at days 1, 10, and 30 showed dysregulation of actin cytoskeletal proteins at day 1 and mitochondrial proteins at day 10, suggesting that defects in the actin cytoskeleton and the mitochondria are associated with dopaminergic neuron degeneration in PD. Analysis of the day 20, 40, 50, and 60 animals supports the finding that these cytoskeletal and mitochondrial changes predominate in the youngest (pre-symtomatic and early disease stages) animals. Although studies across many time points appear to be important for characterizing disease state, an understanding of molecular changes at the youngest ages should be most important for addressing causation.


Assuntos
Doença de Parkinson/metabolismo , Proteômica/métodos , alfa-Sinucleína/química , Actinas/metabolismo , Sequência de Aminoácidos , Animais , Cromatografia Líquida/métodos , Drosophila , Regulação da Expressão Gênica , Genótipo , Humanos , Espectrometria de Massas/métodos , Mitocôndrias/metabolismo , Dados de Sequência Molecular , Neurônios/metabolismo , alfa-Sinucleína/metabolismo
13.
J Proteome Res ; 6(1): 348-57, 2007 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-17203978

RESUMO

Liquid chromatographies coupled to mass spectrometry and database analysis techniques are used to carry out a large-scale proteome characterization for a Drosophila model of Parkinson's disease. Semiquantitative analysis is performed on A30P alpha-synuclein expressing transgenic Drosophila and a control lacking the gene at presymptomatic, early, and advanced disease stages. Changes in gene expression at the level of the proteome are compared with changes reported from published transcriptome measurements. A summary of the comparison indicates that approximately 44% of transcripts that show changes can also be observed as proteins. However, the patterns of change in protein expression vary substantially compared with the patterns of change observed for corresponding transcripts. In addition, the expression changes of many genes are observed for only transcripts or proteins. Proteome measurements provide evidence for dysregulation of a group of proteins associated with the actin cytoskeleton and mitochondrion at presymptomatic and early disease stages that may presage the development of later symptoms. Overall, the proteome measurements provide a view of gene expression that is highly complementary to the insights obtained from the transcriptome.


Assuntos
Regulação da Expressão Gênica , Doença de Parkinson/metabolismo , Animais , Animais Geneticamente Modificados , Fenômenos Fisiológicos Celulares , Cromatografia Líquida/métodos , Modelos Animais de Doenças , Drosophila melanogaster , Perfilação da Expressão Gênica , Modelos Biológicos , Peptídeos/química , Proteoma , Proteômica/métodos , RNA Mensageiro/metabolismo , alfa-Sinucleína/metabolismo
14.
Bioinformatics ; 22(14): e481-8, 2006 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-16873510

RESUMO

We propose here a new concept of peptide detectability which could be an important factor in explaining the relationship between a protein's quantity and the peptides identified from it in a high-throughput proteomics experiment. We define peptide detectability as the probability of observing a peptide in a standard sample analyzed by a standard proteomics routine and argue that it is an intrinsic property of the peptide sequence and neighboring regions in the parent protein. To test this hypothesis we first used publicly available data and data from our own synthetic samples in which quantities of model proteins were controlled. We then applied machine learning approaches to demonstrate that peptide detectability can be predicted from its sequence and the neighboring regions in the parent protein with satisfactory accuracy. The utility of this approach for protein quantification is demonstrated by peptides with higher detectability generally being identified at lower concentrations over those with lower detectability in the synthetic protein mixtures. These results establish a direct link between protein concentration and peptide detectability. We show that for each protein there exists a level of peptide detectability above which peptides are detected and below which peptides are not detected in an experiment. We call this level the minimum acceptable detectability for identified peptides (MDIP) which can be calibrated to predict protein concentration. Triplicate analysis of a biological sample showed that these MDIP values are consistent among the three data sets.


Assuntos
Espectrometria de Massas/métodos , Modelos Químicos , Modelos Moleculares , Mapeamento de Peptídeos/métodos , Peptídeos/química , Proteínas/química , Análise de Sequência de Proteína/métodos , Algoritmos , Sequência de Aminoácidos , Simulação por Computador , Dados de Sequência Molecular , Peptídeos/análise , Proteínas/análise , Coloração e Rotulagem/métodos
SELEÇÃO DE REFERÊNCIAS
DETALHE DA PESQUISA
...