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1.
Anal Chem ; 95(6): 3187-3194, 2023 02 14.
Artículo en Inglés | MEDLINE | ID: mdl-36724346

RESUMEN

First-tier MS-based newborn screening by flow injection analysis can have high presumptive positive rates, often due to isomeric/isobaric compounds or poor biomarker specificity. These presumptive positive samples can be analyzed by second-tier screening assays employing separations such as liquid chromatography-mass spectrometry (LC-MS/MS), which increases test specificity and drastically reduces false positive referrals. The ability to screen for multiple disorders in a single multiplexed test simplifies workflows and maximizes public health laboratories' resources. In this study, we developed and validated a highly multiplexed second-tier method for dried blood spots using a hydrophilic interaction liquid chromatography (HILIC) column coupled to an MS/MS system. The LC-MS/MS method was capable of simultaneously detecting second-tier biomarkers for maple syrup urine disease, homocystinuria, methylmalonic acidemia, propionic acidemia, glutaric acidemia type 1, glutaric acidemia type 2, guanidinoacetate methyltransferase deficiency, short-chain acyl-CoA dehydrogenase deficiency, adrenoleukodystrophy, and Pompe disease.


Asunto(s)
Antifibrinolíticos , Acidemia Propiónica , Recién Nacido , Humanos , Aminoácidos , Tamizaje Neonatal/métodos , Cromatografía Liquida , Lisofosfatidilcolinas , Espectrometría de Masas en Tándem/métodos , Compuestos Orgánicos , Biomarcadores
2.
Clin Chem ; 69(5): 470-481, 2023 04 28.
Artículo en Inglés | MEDLINE | ID: mdl-36920064

RESUMEN

BACKGROUND: Classical homocystinuria (HCU) results from deficient cystathionine ß-synthase activity, causing elevated levels of Met and homocysteine (Hcy). Newborn screening (NBS) aims to identify HCU in pre-symptomatic newborns by assessing Met concentrations in first-tier screening. However, unlike Hcy, Met testing leads to a high number of false-positive and -negative results. Therefore, screening for Hcy directly in first-tier screening would be a better biomarker for use in NBS. METHODS: Dried blood spot (DBS) quality control and residual clinical specimens were used in analyses. Several reducing and maleimide reagents were investigated to aid in quantification of total Hcy (tHcy). The assay which was developed and validated was performed by flow injection analysis-tandem mass spectrometry (FIA-MS/MS). RESULTS: Interferents of tHcy measurement were identified, so selective derivatization of Hcy was employed. Using N-ethylmaleimide (NEM) to selectively derivatize Hcy allowed interferent-free quantification of tHcy by FIA-MS/MS in first-tier NBS. The combination of tris(2-carboxyethyl)phosphine (TCEP) and NEM yielded significantly less matrix effects compared to dithiothreitol (DTT) and NEM. Analysis of clinical specimens demonstrated that the method could distinguish between HCU-positive, presumptive normal newborns, and newborns receiving total parenteral nutrition. CONCLUSIONS: Here we present the first known validated method capable of screening tHcy in DBS during FIA-MS/S first-tier NBS.


Asunto(s)
Homocistinuria , Tamizaje Neonatal , Humanos , Recién Nacido , Tamizaje Neonatal/métodos , Espectrometría de Masas en Tándem/métodos , Homocistinuria/diagnóstico , Control de Calidad , Análisis de Inyección de Flujo , Homocisteína
3.
Clin Chem ; 67(12): 1709-1720, 2021 11 26.
Artículo en Inglés | MEDLINE | ID: mdl-34606607

RESUMEN

BACKGROUND: Most first-tier newborn screening (NBS) biomarkers are evaluated by a 2-min flow injection analysis coupled to tandem mass spectrometry (FIA-MS/MS) assay. The absence of separation prior to MS/MS analysis can lead to false positives and inconclusive results due to interferences by nominal isobars and isomers. Therefore, many presumptive positive specimens require confirmation by a higher specificity second-tier assay employing separations, which require additional time and resources prior to patient follow-up. METHODS: A 3.2-mm punch was taken from dried blood spot (DBS) specimens and extracted using a solution containing isotopically labeled internal standards for quantification. Analyses were carried out in positive mode using a commercially available microfluidic capillary electrophoresis (CE) system coupled to a high-resolution mass spectrometer (HRMS). RESULTS: The CE-HRMS platform quantified 35 first- and second-tier biomarkers from a single injection in <2-min acquisition time, thus, successfully multiplexing first- and second-tier NBS for over 20 disorders in a single DBS punch. The CE-HRMS platform resolved problematic isobars and isomers that affect first-tier FIA-MS/MS assay specificity, while achieving similar quantitative results and assay linearity. CONCLUSIONS: Our CE-HRMS assay is capable of multiplexing first- and second-tier NBS biomarkers into a single assay with an acquisition time of <2 min. Such an assay would reduce the volume of false positives and inconclusive specimens flagged for second-tier screening.


Asunto(s)
Tamizaje Neonatal , Espectrometría de Masas en Tándem , Biomarcadores , Pruebas con Sangre Seca/métodos , Electroforesis Capilar/métodos , Análisis de Inyección de Flujo , Humanos , Recién Nacido , Tamizaje Neonatal/métodos , Espectrometría de Masas en Tándem/métodos
4.
J Proteome Res ; 14(9): 3441-51, 2015 Sep 04.
Artículo en Inglés | MEDLINE | ID: mdl-26155874

RESUMEN

Approximately 18% of all human genes purported to encode proteins have not been directly evidenced at the protein level, according to the validation criteria established by neXtProt, and are considered to be "missing" proteins. One of the goals of the Chromosome-Centric Human Proteome Project (C-HPP) is to identify as many of these missing proteins as possible in human samples using mass spectrometry-based methods. To further this goal, a consortium of C-HPP teams (chromosomes 5, 10, 16, and 19) has joined forces to devise new strategies to identify missing proteins by use of a cell-free in vitro transcription/translation system (IVTT). The proposed strategy employs LC-MS/MS data-dependent acquisition (DDA) and targeted selective reaction monitoring (SRM) methods to scrutinize low-complexity samples derived from IVTT. The optimized assays are then applied to identify missing proteins in human cells and tissues. We describe the approach and show proof-of-concept results for development of LC-SRM assays for identification of 18 missing proteins. We believe that the IVTT system, when coupled with downstream mass spectrometric identification, can be applied to identify proteins that have eluded more traditional methods of detection.


Asunto(s)
Biosíntesis de Proteínas , Proteoma , Transcripción Genética , Cromatografía Liquida , Técnicas In Vitro , Espectrometría de Masas en Tándem
5.
Mol Cell Proteomics ; 12(11): 3052-67, 2013 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-23816990

RESUMEN

Mass spectrometry based proteomics has facilitated sperm composition studies in several mammalian species but no studies have been undertaken in non-human primate species. Here we report the analysis of the 1247 proteins that comprise the Rhesus macaque (Macaca mulatta) sperm proteome (termed the MacSP). Comparative analysis with previously characterized mouse and human sperm proteomes reveals substantial levels of orthology (47% and 40% respectively) and widespread overlap of functional categories based on Gene Ontology analyses. Approximately 10% of macaque sperm genes (113/1247) are significantly under-expressed in the testis as compared with other tissues, which may reflect proteins specifically acquired during epididymal maturation. Phylogenetic and genomic analyses of three MacSP ADAMs (A-Disintegrin and Metalloprotease proteins), ADAM18-, 20- and 21-like, provides empirical support for sperm genes functioning in non-human primate taxa which have been subsequently lost in the lineages leading to humans. The MacSP contains proteasome proteins of the 20S core subunit, the 19S proteasome activator complex and an alternate proteasome activator PA200, raising the possibility that proteasome activity is present in mature sperm. Robust empirical characterization of the Rhesus sperm proteome should greatly expand the possibility for targeted molecular studies of spermatogenesis and fertilization in a commonly used model species for human infertility.


Asunto(s)
Macaca mulatta/genética , Macaca mulatta/metabolismo , Proteoma/genética , Proteoma/metabolismo , Espermatozoides/metabolismo , Animales , Expresión Génica , Ontología de Genes , Redes Reguladoras de Genes , Humanos , Masculino , Ratones , Filogenia , Complejo de la Endopetidasa Proteasomal/genética , Complejo de la Endopetidasa Proteasomal/metabolismo , Especificidad de la Especie , Espermatogénesis/genética , Espermatogénesis/fisiología , Espectrometría de Masas en Tándem , Testículo/metabolismo , Distribución Tisular
6.
Mol Cell Proteomics ; 10(2): M110.001479, 2011 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-20627868

RESUMEN

Integrated top-down bottom-up proteomics combined with on-line digestion has great potential to improve the characterization of protein isoforms in biological systems and is amendable to high throughput proteomics experiments. Bottom-up proteomics ultimately provides the peptide sequences derived from the tandem MS analyses of peptides after the proteome has been digested. Top-down proteomics conversely entails the MS analyses of intact proteins for more effective characterization of genetic variations and/or post-translational modifications. Herein, we describe recent efforts toward efficient integration of bottom-up and top-down LC-MS-based proteomics strategies. Since most proteomics separations utilize acidic conditions, we exploited the compatibility of pepsin (where the optimal digestion conditions are at low pH) for integration into bottom-up and top-down proteomics work flows. Pressure-enhanced pepsin digestions were successfully performed and characterized with several standard proteins in either an off-line mode using a Barocycler or an on-line mode using a modified high pressure LC system referred to as a fast on-line digestion system (FOLDS). FOLDS was tested using pepsin and a whole microbial proteome, and the results were compared against traditional trypsin digestions on the same platform. Additionally, FOLDS was integrated with a RePlay configuration to demonstrate an ultrarapid integrated bottom-up top-down proteomics strategy using a standard mixture of proteins and a monkey pox virus proteome.


Asunto(s)
Pepsina A/química , Proteómica/métodos , Tripsina/química , Automatización , Proteínas Bacterianas/química , Cromatografía Liquida/métodos , Concentración de Iones de Hidrógeno , Espectrometría de Masas/métodos , Péptidos/química , Procesamiento Proteico-Postraduccional , Proteínas/química , Proteoma , Shewanella/metabolismo , Espectrometría de Masas en Tándem/métodos
7.
Int J Neonatal Screen ; 9(2)2023 Jun 08.
Artículo en Inglés | MEDLINE | ID: mdl-37367213

RESUMEN

Mucopolysaccharidosis type II (MPS-II, Hunter syndrome, OMIM:30990) is a lysosomal storage disorder (LSD) that results in iduronate 2-sulphatase (I2S) enzyme deficiency. MPS-II was added to the Recommended Uniform Screening Panel (RUSP) in August 2022; thus, there is an increased demand for multiplexing I2S into existing LSD screening assays. After incubation with LSD synthetic substrates, extracts are cleaned using liquid-liquid extraction with ethyl acetate or protein precipitation using acetonitrile (ACN). We investigated cold-induced water ACN phase separation (CIPS) to improve the combination of 6-plex and I2S extracts to create a 7-plex assay, and compared it to room temperature ACN and ethyl acetate liquid-liquid extraction. The extracts were dried and resuspended in the mobile phase, and then analyzed using an optimized 1.9 min injection-to-injection liquid chromatography method coupled with tandem mass spectrometry (LC-MS/MS). The combination of ACN and CIPS improved the detection for I2S products without significant detriment to other analytes, which is attributable to a more complete coagulation and separation of heme, proteins, and extracted residual salts. Using CIPS for sample cleanup in dried blood spots (DBS) appears to represent a promising and straightforward way of achieving cleaner sample extracts in a new 7-plex LSD screening panel.

8.
Int J Neonatal Screen ; 9(1)2023 Feb 28.
Artículo en Inglés | MEDLINE | ID: mdl-36975851

RESUMEN

Pilot studies to detect newborns with Duchenne Muscular Dystrophy (DMD) by newborn bloodspot screening (NBS) have been conducted under the New York State Newborn Screening Program (NYS) and are currently in progress as part of the Early Check Program at Research Triangle Institute (RTI) International. The Newborn Screening Quality Assurance Program (NSQAP) at the U.S. Centers for Disease Control and Prevention (CDC) produced a set of seven prototype dried blood spot (DBS) reference materials spiked with varying levels of creatine kinase MM isoform (CK-MM). These DBS were evaluated over a 3-week period by CDC, NYS, and RTI, all using the same CK-MM isoform-specific fluoroimmunoassay. Results from each laboratory were highly correlated with the relative proportion of CK-MM added to each of the six spiked pools. Based on reference ranges established by NYS and RTI for their pilot studies, these contrived DBS collectively spanned the CK-MM ranges found in typical newborns and the elevated ranges associated with DMD. This set allows quality assessment over the wide range of fluctuating CK-MM levels in typical and DMD-affected newborns.

9.
Int J Neonatal Screen ; 9(1)2023 Feb 27.
Artículo en Inglés | MEDLINE | ID: mdl-36975849

RESUMEN

In newborn screening, false-negative results can be disastrous, leading to disability and death, while false-positive results contribute to parental anxiety and unnecessary follow-ups. Cutoffs are set conservatively to prevent missed cases for Pompe and MPS I, resulting in increased falsepositive results and lower positive predictive values. Harmonization has been proposed as a way to minimize false-negative and false-positive results and correct for method differences, so we harmonized enzyme activities for Pompe and MPS I across laboratories and testing methods (Tandem Mass Spectrometry (MS/MS) or Digital Microfluidics (DMF)). Participating states analyzed proofof- concept calibrators, blanks, and contrived specimens and reported enzyme activities, cutoffs, and other testing parameters to Tennessee. Regression and multiples of the median were used to harmonize the data. We observed varied cutoffs and results. Six of seven MS/MS labs reported enzyme activities for one specimen for MPS I marginally above their respective cutoffs with results classified as negative, whereas all DMF labs reported this specimen's enzyme activity below their respective cutoffs with results classified as positive. Reasonable agreement in enzyme activities and cutoffs was achieved with harmonization; however, harmonization does not change how a value would be reported as this is dependent on the placement of cutoffs.

10.
Hum Mutat ; 33(8): 1216-27, 2012 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-22505016

RESUMEN

Recently, we identified a somatic mutation in AKT1, which results in a glutamic acid to lysine substitution (p.Glu17Lys or E17K). E17K mutations appear almost exclusively in breast cancers of luminal origin. Cellular models involving cell lines such as human mammary epithelial and MCF10 are model systems that upon transformation lead to rare forms of human breast cancer. Hence, we studied the effects of E17K using a clinically pertinent luminal cell line model while providing evidence to explain why E17K mutations do not occur in the mammary myoepithelium. Thus the purpose of our study was to perform a functional and differential proteomics study to assess the role of AKT1(E17K) in the development of breast cancer. We used a set of genetically matched nontumorigenic and tumorigenic mammary luminal and myoepithelial cells. We demonstrated that in myoepithelial cells, expression of E17K inhibited growth, migration, and protein synthesis compared with wild-type AKT1. In luminal cells, E17K enhanced cell survival and migration, possibly offering a selective advantage in this type of cell. However, antineoplastic effects of E17K in luminal cells, such as inhibition of growth and protein synthesis, may ultimately be associated with favorable prognosis. Our study illustrates the importance of cellular context in determining phenotypic effects of putative oncogenic mutations.


Asunto(s)
Células Epiteliales/citología , Células Epiteliales/metabolismo , Glándulas Mamarias Humanas/citología , Glándulas Mamarias Humanas/metabolismo , Proteínas Proto-Oncogénicas c-akt/metabolismo , Western Blotting , Línea Celular , Movimiento Celular/genética , Movimiento Celular/fisiología , Proliferación Celular , Cromatografía Líquida de Alta Presión , Técnica del Anticuerpo Fluorescente , Humanos , Inmunohistoquímica , Proteómica
11.
BMC Bioinformatics ; 12: 74, 2011 Mar 15.
Artículo en Inglés | MEDLINE | ID: mdl-21406110

RESUMEN

BACKGROUND: Relative isotope abundance quantification, which can be used for peptide identification and differential peptide quantification, plays an important role in liquid chromatography-mass spectrometry (LC-MS)-based proteomics. However, several major issues exist in the relative isotopic quantification of peptides on time-of-flight (TOF) instruments: LC peak boundary detection, thermal noise suppression, interference removal and mass drift correction. We propose to use the Maximum Ratio Combining (MRC) method to extract MS signal templates for interference detection/removal and LC peak boundary detection. In our method, MRCQuant, MS templates are extracted directly from experimental values, and the mass drift in each LC-MS run is automatically captured and compensated. We compared the quantification accuracy of MRCQuant to that of another representative LC-MS quantification algorithm (msInspect) using datasets downloaded from a public data repository. RESULTS: MRCQuant showed significant improvement in the number of accurately quantified peptides. CONCLUSIONS: MRCQuant effectively addresses major issues in the relative quantification of LC-MS-based proteomics data, and it provides improved performance in the quantification of low abundance peptides.


Asunto(s)
Algoritmos , Cromatografía Liquida , Espectrometría de Masas , Proteómica/métodos , Isótopos/química , Péptidos/análisis , Péptidos/química
12.
Proteomics ; 10(4): 687-99, 2010 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-19953546

RESUMEN

The process of protein digestion is a critical step for successful protein identification in bottom-up proteomic analyses. To substitute the present practice of in-solution protein digestion, which is long, tedious, and difficult to automate, many efforts have been dedicated for the development of a rapid, recyclable and automated digestion system. Recent advances of nanobiocatalytic approaches have improved the performance of protein digestion by using various nanomaterials such as nanoporous materials, magnetic nanoparticles, and polymer nanofibers. Especially, the unprecedented success of trypsin stabilization in the form of trypsin-coated nanofibers, showing no activity decrease under repeated uses for 1 year and retaining good resistance to proteolysis, has demonstrated its great potential to be employed in the development of automated, high-throughput, and on-line digestion systems. This review discusses recent developments of nanobiocatalytic approaches for the improved performance of protein digestion in speed, detection sensitivity, recyclability, and trypsin stability. In addition, we also introduce approaches for protein digestion under unconventional energy input for protein denaturation and the development of microfluidic enzyme reactors that can benefit from recent successes of these nanobiocatalytic approaches.


Asunto(s)
Biocatálisis , Microquímica/métodos , Nanotecnología , Proteínas/análisis , Proteómica/métodos , Animales , Enzimas Inmovilizadas , Ensayos Analíticos de Alto Rendimiento/métodos , Humanos , Nanofibras , Nanopartículas , Desnaturalización Proteica , Proteínas/química , Tripsina/química
13.
Anal Chem ; 82(12): 5253-9, 2010 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-20481592

RESUMEN

Here we demonstrate that separation of proteolytic peptides, having the same net charge and one basic residue, is affected by their specific orientation toward the stationary phase in ion-exchange chromatography. In electrostatic repulsion-hydrophilic interaction chromatography (ERLIC) with an anion-exchange material, the C-terminus of the peptides is, on average, oriented toward the stationary phase. In cation exchange, the average peptide orientation is the opposite. Data with synthetic peptides, serving as orientation probes, indicate that in tryptic/Lys-C peptides the C-terminal carboxyl group appears to be in a zwitterionic bond with the side chain of the C-terminal Lys/Arg residue. In effect, the side chain is then less basic than the N-terminus, accounting for the specific orientation of tryptic and Lys-C peptides. Analyses of larger sets of peptides, generated from lysates by either Lys-N, Lys-C, or trypsin, reveal that specific peptide orientation affects the ability of charged side chains, such as phosphate residues, to influence retention. Phosphorylated residues that are remote in the sequence from the binding site affect retention less than those that are closer. When a peptide contains multiple charged sites, then orientation is observed to be less rigid and retention tends to be governed by the peptide's net charge rather than its sequence. These general observations could be of value in confirming a peptide's identification and, in particular, phosphosite assignments in proteomics analyses. More generally, orientation accounts for the ability of chromatography to separate peptides of the same composition but different sequence.


Asunto(s)
Cromatografía por Intercambio Iónico , Péptidos/aislamiento & purificación , Secuencia de Aminoácidos , Línea Celular , Cromatografía por Intercambio Iónico/métodos , Humanos , Lisina/metabolismo , Datos de Secuencia Molecular , Péptidos/química , Péptidos/metabolismo , Fosfatos/metabolismo , Tripsina/metabolismo
14.
Anal Chim Acta ; 1120: 85-96, 2020 Jul 11.
Artículo en Inglés | MEDLINE | ID: mdl-32475395

RESUMEN

Amino acid and acylcarnitine first-tier newborn screening typically employs derivatized or non-derivatized sample preparation methods followed by FIA coupled to triple quadrupole (TQ) MS/MS. The low resolving power of TQ instruments results in difficulties distinguishing nominal isobaric metabolites, especially those with identical quantifying product ions such as malonylcarnitine (C3DC) and 4-hydroxybutylcarnitine (C4OH). Twenty-eight amino acids and acylcarnitines extracted from dried blood spots (DBS) were analyzed by direct injection (DI)-HRMS on a Q-Exactive Plus across available mass resolving powers in SIM, in PRM at 17,000 full width at half maximum (FWHM), and a developed SIM/PRM hybrid MS method. Most notably, quantitation of C3DC and C4OH was successful by HRMS in non-derivatized samples, thus, potentially eliminating sample derivatization requirements. Quantitation differed between SIM and PRM acquired data for several metabolites, and it was determined these quantitative differences were due to collision energy differences or kinetic isotope effects between the unlabeled metabolites and the corresponding labeled isotopologue internal standards. Overall quantitative data acquired by HRMS were similar to data acquired on TQ MS/MS platform. A proof-of-concept hybrid DI-HRMS and SIM/PRM/FullScan method was developed demonstrating the ability to hybridize targeted newborn screening with metabolomic screening.


Asunto(s)
Aminoácidos/sangre , Pruebas con Sangre Seca , Tamizaje Neonatal , Humanos , Recién Nacido , Espectrometría de Masas
15.
Clin Mass Spectrom ; 17(4): 4-11, 2020 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-33851028

RESUMEN

Adenosine deaminase severe combined immunodeficiency (ADA-SCID) is an autosomal recessive disorder in which a lack of ADA enzyme prevents the maturation of T- and B-cells; early intervention is crucial for restoring immune function in affected neonates. ADA is responsible for purine metabolism and-in its absence-adenosine, deoxyadenosine, and S-adenosylhomocysteine build up and can be detected in the blood. Preparing dried blood spot (DBS) quality control (QC) materials for these analytes is challenging because enrichments are quickly metabolized by the endogenous ADA in normal donor blood. Adding an inhibitor, erythro-9-(2-hydroxy-3-nonyl) adenine (EHNA), has been previously reported to minimize enzyme activity, although this adds additional cost and complexity. We describe an alternative method using unnatural L-enantiomer nucleosides (L-adenosine and 2'-deoxy-L-adenosine) which eliminates the need for enzyme inhibition. We also present a novel method for characterization of the materials using liquid chromatography mass spectrometry to quantify the analytes of interest.

16.
Int J Neonatal Screen ; 6(3): 75, 2020 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-33123642

RESUMEN

Newborn screening (NBS) laboratories cannot accurately compare mass spectrometry-derived results and cutoff values due to differences in testing methodologies. The objective of this study was to assess harmonization of laboratory proficiency test (PT) results using quality control (QC) data. Newborn Screening Quality Assurance Program (NSQAP) QC and PT data reported from 302 laboratories in 2019 were used to compare results among laboratories. QC materials were provided as dried blood spot cards which included a base pool and the base pool enriched with specific concentrations of metabolites in a linear range. QC data reported by laboratories were regressed on QC data reported by the Centers for Disease Control and Prevention (CDC), and laboratory's regression parameters were used to harmonize their PT result. In general, harmonization tended to reduce overall variation in PT data across laboratories. The metabolites glutarylcarnitine (C5DC), tyrosine, and phenylalanine were displayed to highlight inter- and intra-method variability in NBS results. Several limitations were identified using retrospective data for harmonization, and future studies will address these limitations to further assess feasibility of using NSQAP QC data to harmonize PT data. Harmonizing NBS data using common QC materials appears promising to aid result comparison between laboratories.

17.
Cancers (Basel) ; 12(6)2020 Jun 19.
Artículo en Inglés | MEDLINE | ID: mdl-32575471

RESUMEN

Lung cancer is the deadliest cancer worldwide, mainly due to its advanced stage at the time of diagnosis. A non-invasive method for its early detection remains mandatory to improve patients' survival. Plasma levels of 351 proteins were quantified by Liquid Chromatography-Parallel Reaction Monitoring (LC-PRM)-based mass spectrometry in 128 lung cancer patients and 93 healthy donors. Bootstrap sampling and least absolute shrinkage and selection operator (LASSO) penalization were used to find the best protein combination for outcome prediction. The PanelomiX platform was used to select the optimal biomarker thresholds. The panel was validated in 48 patients and 49 healthy volunteers. A 6-protein panel clearly distinguished lung cancer from healthy individuals. The panel displayed excellent performance: area under the receiver operating characteristic curve (AUC) = 0.999, positive predictive value (PPV) = 0.992, negative predictive value (NPV) = 0.989, specificity = 0.989 and sensitivity = 0.992. The panel detected lung cancer independently of the disease stage. The 6-protein panel and other sub-combinations displayed excellent results in the validation dataset. In conclusion, we identified a blood-based 6-protein panel as a diagnostic tool in lung cancer. Used as a routine test for high- and average-risk individuals, it may complement currently adopted techniques in lung cancer screening.

18.
Proteomics ; 9(7): 1893-900, 2009 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-19288524

RESUMEN

A stable and robust trypsin-based biocatalytic system was developed and demonstrated for proteomic applications. The system utilizes polymer nanofibers coated with trypsin aggregates for immobilized protease digestions. After covalently attaching an initial layer of trypsin to the polymer nanofibers, highly concentrated trypsin molecules are crosslinked to the layered trypsin by way of a glutaraldehyde treatment. This process produced a 300-fold increase in trypsin activity compared with a conventional method for covalent trypsin immobilization, and proved to be robust in that it still maintained a high level of activity after a year of repeated recycling. This highly stable form of immobilized trypsin was resistant to autolysis, enabling repeated digestions of BSA over 40 days and successful peptide identification by LC-MS/MS. This active and stable form of immobilized trypsin was successfully employed in the digestion of yeast proteome extract with high reproducibility and within shorter time than conventional protein digestion using solution phase trypsin. Finally, the immobilized trypsin was resistant to proteolysis when exposed to other enzymes (i.e., chymotrypsin), which makes it suitable for use in "real-world" proteomic applications. Overall, the biocatalytic nanofibers with trypsin aggregate coatings proved to be an effective approach for repeated and automated protein digestion in proteomic analyses.


Asunto(s)
Reactores Biológicos , Enzimas Inmovilizadas/metabolismo , Nanoestructuras , Polímeros/metabolismo , Tripsina/metabolismo , Biocatálisis , Cromatografía Liquida , Estabilidad de Enzimas , Equipo Reutilizado , Microscopía Electrónica de Rastreo , Nanoestructuras/ultraestructura , Fragmentos de Péptidos , Proteínas/metabolismo , Proteómica/instrumentación , Reproducibilidad de los Resultados , Espectrometría de Masas en Tándem
19.
J Proteome Res ; 8(11): 5387-95, 2009 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-19722698

RESUMEN

We report on a mouse specific SuperMix immunoaffinity separation system for separating low-abundance proteins from high and moderate abundance proteins in mouse plasma. When applied in tandem with a mouse IgY7 column that removes the seven most abundant proteins in plasma, the SuperMix column captures more than 100 additional moderate abundance proteins, thus allowing significant enrichment of low-abundance proteins in the flow-through fraction. A side-by-side comparison of results obtained from 2D-LC-MS/MS analyses of flow-through samples from IgY7 and SuperMix columns revealed a nearly 2-fold improvement in the overall proteome coverage. Detection of low-abundance proteins was also enhanced, as evidenced by a more than 2-fold increase in the coverage of cytokines, growth factors, and other low-abundance proteins. Moreover, the tandem separations are automated, reproducible, and allow effective identification of protein abundance differences from LC-MS/MS analyses. Considering the overall reproducibility and increased sensitivity using the IgY7-SuperMix separation system, we anticipate broad applications of this strategy for biomarker discovery using mouse models.


Asunto(s)
Cromatografía de Afinidad , Cromatografía Liquida/métodos , Inmunoensayo , Inmunoglobulinas/inmunología , Plasma/química , Proteoma/análisis , Espectrometría de Masas en Tándem/métodos , Animales , Biomarcadores/química , Biomarcadores/metabolismo , Cromatografía de Afinidad/instrumentación , Cromatografía de Afinidad/métodos , Cromatografía Liquida/instrumentación , Humanos , Inmunoensayo/instrumentación , Inmunoensayo/métodos , Masculino , Ratones , Datos de Secuencia Molecular , Proteómica/instrumentación , Proteómica/métodos , Espectrometría de Masas en Tándem/instrumentación
20.
Anal Chem ; 81(15): 6272-7, 2009 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-19555078

RESUMEN

A new method that uses immobilized trypsin concomitant with ultrasonic irradiation results in ultrarapid digestion and more thorough (18)O labeling for quantitative protein comparisons. The method was reproducible and provided effective digestions within <1 min with lower amounts of enzyme, compared to traditional methods. This method was demonstrated for digestion of both simple and complex protein mixtures, including bovine serum albumin, a global proteome extract from the bacteria Shewanella oneidensis, and mouse plasma, as well as (18)O labeling of complex protein mixtures, validating this method for differential proteomic measurements. This approach is simple, reproducible, cost-effective, rapid, and well suited for automation.


Asunto(s)
Proteínas Bacterianas/análisis , Isótopos de Oxígeno , Proteoma/análisis , Proteómica , Albúmina Sérica Bovina/metabolismo , Tripsina/metabolismo , Ultrasonido , Animales , Bovinos , Mezclas Complejas/análisis , Ratones , Fragmentos de Péptidos/metabolismo , Shewanella/química , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción
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