Application of Microfluidic Devices to Proteomics Research
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Résumé
This report describes an integrated and modular microsystem providing rapid analyses of trace-level tryptic digests for proteomics applications. This microsystem includes an autosampler, a microfabricated device comprising a large channel (2.4 μl total volume), an array of separation channels, together with a low dead volume enabling the interface to nanoelectrospray mass spectrometry. The large channel of this microfluidic device provides a convenient platform to integrate C18 reverse phase packing or other type of affinity media such as immobilized antibodies or immobilized metal affinity chromatography beads thus enabling affinity selection of target peptides prior to electrophoretic separation and mass spectrometry analyses on a quadrupole/time-of-flight instrument. Sequential injection, preconcentration, and separation of peptide standards and tryptic digests are achieved with a throughput of up to 12 samples/per h and a concentration detection limit of ∼5 nm (25 fmol on chip). Replicate injections of peptide mixtures indicated that reproducibility of migration time was 1.2–1.8%, whereas relative standard deviation ranging from 9.2 to 11.8% are observed on peak heights. The application of this device for trace-level protein identification is demonstrated for two-dimensional gel spots obtained from extracts of human prostatic cancer cells (LNCap) using both peptide mass-fingerprint data base searching and on-line tandem mass spectrometry. Enrichment of target peptides prior to mass spectral analyses is achieved using c-myc-specific antibodies immobilized on protein G-Sepharose beads and facilitates the identification of antigenic peptides spiked at a level of 20 ng/ml in human plasma. Affinity selection is also demonstrated for gel-isolated protein bands where tryptic phosphopeptides are captured on immobilized metal affinity chromatography beads and subsequently separated and characterized on this microfluidic system. This report describes an integrated and modular microsystem providing rapid analyses of trace-level tryptic digests for proteomics applications. This microsystem includes an autosampler, a microfabricated device comprising a large channel (2.4 μl total volume), an array of separation channels, together with a low dead volume enabling the interface to nanoelectrospray mass spectrometry. The large channel of this microfluidic device provides a convenient platform to integrate C18 reverse phase packing or other type of affinity media such as immobilized antibodies or immobilized metal affinity chromatography beads thus enabling affinity selection of target peptides prior to electrophoretic separation and mass spectrometry analyses on a quadrupole/time-of-flight instrument. Sequential injection, preconcentration, and separation of peptide standards and tryptic digests are achieved with a throughput of up to 12 samples/per h and a concentration detection limit of ∼5 nm (25 fmol on chip). Replicate injections of peptide mixtures indicated that reproducibility of migration time was 1.2–1.8%, whereas relative standard deviation ranging from 9.2 to 11.8% are observed on peak heights. The application of this device for trace-level protein identification is demonstrated for two-dimensional gel spots obtained from extracts of human prostatic cancer cells (LNCap) using both peptide mass-fingerprint data base searching and on-line tandem mass spectrometry. Enrichment of target peptides prior to mass spectral analyses is achieved using c-myc-specific antibodies immobilized on protein G-Sepharose beads and facilitates the identification of antigenic peptides spiked at a level of 20 ng/ml in human plasma. Affinity selection is also demonstrated for gel-isolated protein bands where tryptic phosphopeptides are captured on immobilized metal affinity chromatography beads and subsequently separated and characterized on this microfluidic system. Proteomics research entails the global characterization of proteins expressed in cells under defined conditions. Such studies are particularly important in view of the conflicting evidence regarding the correlation between the abundance of expressed proteins and gene-expression levels obtained from mRNA microarrays (1Anderson L. Seilhamer J. A comparison of selected mRNA and protein abundances in human liver.Electrophoresis. 1997; 18: 533-537Google Scholar, 2Gygi S.P. Rochon Y. Franza B.R. Aebersold R. Correlation between protein and mRNA abundance in yeast.Mol. Cell. Biol. 1999; 19: 1720-1730Google Scholar). The monitoring of protein expression profiles remains a very challenging task because of the wide dynamic range of expressed proteins and the variability of gene products (splicing variants, N- and C-terminal truncations, co- and post-translational modifications, etc.), which may change between and within the tissues of an organism (3Harry J.L. Wilkins M.R. Herbert B.R. Packer N.H. Gooley A.A. Williams K.L. Proteomics: capacity versus utility.Electrophoresis. 2000; 21: 1071-1081Google Scholar). The traditional approach to isolating and characterizing proteins from biological samples has been separation by two-dimensional gel electrophoresis (2-D 1The abbreviations used are: 2-D, two-dimensional; 2-D gel, 2-D gel electrophoresis; MS-MS, tandem mass spectrometry; LC, liquid chromatography; BCQ, [(acryloylamino)propyl]trimethylammonium chloride; TEMED, N,N,N′,N′-tetramethylethylenediamine; DMP, dimethyl pimelimidate; CHAPS, 3-[(3-cholamidopropyl)dimethylammonio]-1-propanesulfonic acid; RIE, reconstructed ion electrophoregram(s); IMAC, immobilized metal affinity chromatography; CE, capillary electrophoresis; nESMS, nanoelectrospray mass spectrometry. 1The abbreviations used are: 2-D, two-dimensional; 2-D gel, 2-D gel electrophoresis; MS-MS, tandem mass spectrometry; LC, liquid chromatography; BCQ, [(acryloylamino)propyl]trimethylammonium chloride; TEMED, N,N,N′,N′-tetramethylethylenediamine; DMP, dimethyl pimelimidate; CHAPS, 3-[(3-cholamidopropyl)dimethylammonio]-1-propanesulfonic acid; RIE, reconstructed ion electrophoregram(s); IMAC, immobilized metal affinity chromatography; CE, capillary electrophoresis; nESMS, nanoelectrospray mass spectrometry. gel), followed by identification of protein spots using sensitive mass spectrometry techniques and data base searching (3Harry J.L. Wilkins M.R. Herbert B.R. Packer N.H. Gooley A.A. Williams K.L. Proteomics: capacity versus utility.Electrophoresis. 2000; 21: 1071-1081Google Scholar, 4Abbott A. A post-genomic challenge: learning to read patterns of protein synthesis.Nature. 1999; 401: 715-720Google Scholar, 5Quadroni M. James P. Proteomics and automation.Electrophoresis. 1999; 20: 664-677Google Scholar). An alternate approach to 2-D gel includes a comprehensive chromatographic separation of the proteolytic fragments derived from intact proteins, followed by mass spectral identification and data base searching. This can be achieved using a two-dimensional liquid chromatography approach whereby peptides are fractionated on a strong cation exchange column, followed by an extended gradient elution on a C18 reverse phase column (6Opitek G.J. Lewis K.C. Jorgensen J.W. Moseley M.A. Comprehensive two-dimensional high-performance liquid chromatography for the isolation of overexpressed proteins and proteome mapping.Anal. Biochem. 1998; 258: 349-361Google Scholar, 7Link A.J. Eng J. Schieltz D.M. Carmack E. Mize G.J. Morris R. Garvik B.M. Yates III, J.R. Direct analysis of protein complexes using mass spectrometry.Nat. Biotechnol. 1999; 17: 676-682Google Scholar). This two-dimensional chromatography approach has been described recently for the comprehensive identification of the yeast proteome (6,113 proteins) and provided the identification of 1484 proteins among which were 131 proteins with three or more predicted transmembrane domains (8Washburn M.P. Wolters D. Yates III, J.R. Large scale analysis of the yeast proteome by multidimensional protein identification technology.Nat. Biotechnol. 2001; 19: 242-247Google Scholar). Although questions remain concerning the ability of the 2-D gel approach to analyze hydrophobic proteins and to quantitate and characterize the full dynamic range of protein expression from a given genome (9Gygi S.P. Corthals G.L. Zhang Y. Rochon Y. Aebersold R. Evaluation of two-dimensional gel electrophoresis based proteome analysis technology.Proc. Nat. Acad. Sci. U. S. A. 1999; 97: 9390-9395Google Scholar), protein identification via 2-D gel and mass spectrometry is still widely used in numerous proteomics core facilities. This approach enables the visualization of a very large number of proteins simultaneously, and in contrast to 2-D chromatographic separation it facilitates the identification of post-translational modifications and proteolytic processing in a convenient reference format. Furthermore, differential protein expression profiles can be compared easily for large data sets and for protein extracts obtained under different growth conditions, biological perturbations, or following pre-fractionation through organelle-enrichment methods. Unambiguous identification of gel-isolated proteins typically relies on sensitive tandem mass spectrometry (MS-MS) techniques to obtain partial amino acid sequences, which in combination with the mass of the precursor ion and that of the unidentified N- and C-terminal segments, can be used to search protein data bases (10Eng J.K. McCormack A.L. Yates III, J.R. An approach to correlate tandem mass spectra data of peptides with amino acid sequences in a protein database.J. Am. Soc. Mass Spectrom. 1994; 5: 976-989Google Scholar, 11Mann M. Wilm M. Error-tolerant identification of peptides in sequence databases by peptide sequence tags.Anal. Chem. 1994; 66: 4390-4399Google Scholar, 12Mørtz E. O'Connor P.B. Roepstorff P. Kelleher N. Wood T.D. M. identification of intact proteins by tandem mass spectral data sequence data Nat. Acad. Sci. U. S. A. Scholar). The combination of column to nanoelectrospray has also a widely used for proteomics the identification of fmol of digests with a of T.D. protein identification using a on an ion mass Am. Soc. Mass Spectrom. 1998; Scholar, and R. in of the for Mass Scholar). The of microfluidic to mass spectrometry also an of liquid separation and sensitive detection on of microfabricated or liquid chromatography as the analysis in the of and separation The interface to mass spectrometry has been achieved by a channel to the nanoelectrospray using capillary D. Aebersold R. gradient from a microfabricated device for protein by mass Chem. 1998; Scholar), the for capillary mass Chem. 1999; Scholar), Zhang P. of with an array of for mass Chem. 2000; Scholar), and N.H. P. to with dead Chem. 1999; Scholar, J. P. N.H. of microfabricated to capillary mass spectrometry using a low dead volume application to rapid analyses of proteolytic Chem. 1999; Scholar). on microfluidic been demonstrated using S. nanoelectrospray with mass spectrometry Chem. 1999; Scholar, J. P. separation of peptides from gel-isolated proteins using a microfabricated device to a quadrupole/time-of-flight mass Chem. 2000; Scholar, D.M. Y. D. for an microfluidic to an mass for protein 2000; 21: and ion D. Aebersold R. gradient from a microfabricated device for protein by mass Chem. 1998; Scholar, for capillary mass Chem. 1999; mass for D. Aebersold R. gradient from a microfabricated device for protein by mass Chem. 1998; Scholar, Zhang P. of with an array of for mass Chem. 2000; Scholar, J. P. separation of peptides from gel-isolated proteins using a microfabricated device to a quadrupole/time-of-flight mass Chem. 2000; Scholar). or can also be prior to electrophoretic separation to J. P. and sensitive separation of level protein digests using microfabricated device to a quadrupole/time-of-flight mass 2000; 21: Scholar). in are still to the throughput and for the rapid and identification of this are also to microfabricated that from or microfabricated from a Chem. 2001; Scholar, J. P. S. for throughput protein identification using a microfabricated device to capillary mass in J. Mass Spectrom. 2001; Scholar). an to the analysis of protein digests the of the microfluidic the describes the of an to the via a convenient The J. P. separation of peptides from gel-isolated proteins using a microfabricated device to a quadrupole/time-of-flight mass Chem. 2000; Scholar, J. P. S. for throughput protein identification using a microfabricated device to capillary mass in J. Mass Spectrom. 2001; was to a of low enabling the of on and the the in the analysis Such was used to tryptic and provided a convenient to rapid R. J. 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P. S. for throughput protein identification using a microfabricated device to capillary mass in J. Mass Spectrom. 2001; Scholar, R. J. P. of immobilized for protein within a microfluidic capillary electrophoresis and an mass spectrometry Mass Spectrom. 2000; Scholar). were on using standard and were on to a and for the separation channels, with the were the as described J. P. separation of peptides from gel-isolated proteins using a microfabricated device to a quadrupole/time-of-flight mass Chem. 2000; Scholar). The to capillary was the a and the channel to was from the A large volume and was the which were the The on the were with prior to the nanoelectrospray a at the of the separation channel J. 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P. S. for throughput protein identification using a microfabricated device to capillary mass in J. Mass Spectrom. 2001; Scholar), described the application of a modular microfabricated device comprising a large (2.4 μl total volume), an array of separation channels, together with a low dead enabling the interface to nanoelectrospray mass spectrometry. to an autosampler, this provided μl and separation of tryptic digests with a throughput of up to samples/per h with The concentration detection limit for peptide analysis was in the low range with microfluidic of J. P. separation of peptides from gel-isolated proteins using a microfabricated device to a quadrupole/time-of-flight mass Chem. 2000; Scholar, J. P. S. for throughput protein identification using a microfabricated device to capillary mass in J. Mass Spectrom. 2001; Scholar). 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The reconstructed ion to is in a detection limit of fmol was for a is that fmol is by the mass a on a capillary to a quadrupole/time-of-flight a limit of detection of fmol for for a The of the microfabricated is thus within a of of that typically using a capillary of This is also with a device for nanoelectrospray mass spectrometry where a detection limit of fmol was obtained for a J. and P. in of the for Mass Scholar). in and is also from using more and that typically obtained in the This also with to ion and and was obtained for peptides the reproducibility of this injections of peptide fmol on were in an a using a mass range of reproducibility of migration was with relative standard deviation of 1.2–1.8%, whereas relative standard deviation ranging from 9.2 to 11.8% were observed on peak with obtained on the analysis J. P. S. for throughput protein identification using a microfabricated device to capillary mass in J. Mass Spectrom. 2001; Scholar). The application of this device with channel was using protein spots obtained from the 2-D gel separation of a total from a prostatic cancer A 2-D gel to the separation of a protein is in and more spots by A of spots of different was selected for and subsequently to tryptic A comprising the protein together with and was in an using the a total ion was obtained for the tryptic peptide An of this is in for the reconstructed ion of peptide from of spots a number of tryptic peptide were and subsequently to data base the level in peptide mass and to the number of protein on-line mass for tryptic peptides was achieved by from in The and of and were used as reference to the of of the mass for the identification of tryptic peptide such as and for of peptides were to products and be selected for data base search using peptide mass from this search the protein protein as a protein with a of The protein obtained for the three selected spots is under the in The of the device also protein identification via on-line tandem mass spectrometry and to using peptide mass This application is in for the identification of The for this analysis a ion and the ion indicated the sequence base search using this provided a to the of this protein on the 2-D gel was different from from the mass and mass and a proteolytic processing of the expressed of the tryptic peptides in were within the of the protein The of this approach was to proteins of abundance such as that of to a protein a in low number in the protein identification obtained for spots in The proteins were by using the of peptide or sequence from of protein spots from the 2-D gel electrophoresis of total of prostatic cancer or mass protein or protein protein protein channel protein or protein protein protein type protein protein A protein of protein protein in a The ability to separation media on the microfluidic device to for affinity selection of trace-level target peptides in biological The application of chromatography was using an to a human this the the peptide This is also to expressed proteins to from this spiked were spiked at concentration levels of ng/ml in a human The biological was a to with the selection such as antibodies to protein The level of the was to to of the An of μl of the spiked was on the and the immobilized beads were subsequently with to The selected was from the beads using μl of and an between and A was to the on the the selection of a 20 ng/ml in human The for the is in together with the mass for the peak at The mass an ion at with a to of at ion at was observed in this as indicated in The mass of this peptide was that of the The on-line of this is in and a number of from which the sequence be is that this peptide was also in the standard used in the at a relative This peptide was to a of the and to a of this a at The of this peptide compared with the peptide a affinity of the mass were as for that was used as the target at a of Large The application of affinity selection for the and of target was for the identification of phosphopeptides from protein Such analyses been very challenging in view of the low abundance of gel-isolated proteins, the of tryptic peptides from and the for sequence compared with that for protein An report from Roepstorff and M.R. G.L. Roepstorff P. of the of and differential mass peptide mass for in proteins separated by gel 2001; indicated that comprehensive typically low levels of gel-isolated proteins using affinity on were using both and as A was obtained on phosphopeptides using of was achieved using with studies P. affinity chromatography of Chem. 1999; Scholar). An of application of the device for is in for the analysis of of following indicated in three phosphopeptides were separated on the system. the of the mass to the tryptic selection is in this the to whereas phosphopeptides by are very the mass obtained from the separation of the is by The at and at were to the tryptic peptide with a The observed at and to the and of the tryptic peptide This is with the of the on the A is observed in at and was to the tryptic from A peptide with a mass of was is observed in this be to of the tryptic The ability to on-line and analysis is also from the reconstructed ion profiles of of the as indicated in The mass for peptide is also in The of the also the characterization of the using on-line This is in for a of a of where the and in were selected for both tandem mass spectrometry provided from which the amino acid sequence be The of a of with the of a The of this was to based on the of at and to the the of of of the of The of the was based on the of at and that both and are the microfluidic a was integrated to a through channel on the and the of protein digests and of trace-level peptides on or affinity selection media in a A of of the through channel and separation on the of the in the different This the of μl of tryptic digests with low fmol detection and a throughput of 12 samples/per with between of tryptic peptides is typically achieved using of which provided a of Although this the analysis of fmol of protein digests as for both peptide standards and digests of human prostatic that this may be to the more challenging proteomics the detection of low protein expression this the be of a of the protein digests in Such volume and of the and the microfluidic and are in to on a modular The ability to of extracts and target in a elution is of to This was in the for the selection of 20 ng/ml of peptide in human with a detection are for and this be of the of to immobilized on affinity beads or for the of proteins from extracts as in from this and P. in of the for Mass Scholar). The also demonstrated the application of beads for the selection of phosphopeptides from Such studies a level of sequence compared with protein identification using peptide mass or and low levels of tryptic digests are typically to obtain M.R. G.L. Roepstorff P. of the of and differential mass peptide mass for in proteins separated by gel 2001; Scholar). Although demonstrated the of beads on microfluidic for the affinity of phosphopeptides from of of the approach be of application in view of the low abundance of from extracts and variability in this are affinity using of followed by the of on the A. and P. in of the for Mass Scholar). The microfluidic a number of in of and of of media for preconcentration, on-line R. J. P. of immobilized for protein within a microfluidic capillary electrophoresis and an mass spectrometry Mass Spectrom. 2000; Scholar), or of target through affinity Although the device was to a of human prostatic it that the device to a quadrupole/time-of-flight device can a in the of protein identification in proteomics The of modular on the microfluidic device also to a where the different injection, and can be in a comprehensive for for in the of prostatic for in the of the and J. R. for providing the
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Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,001 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle