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1.
Mol Cell Proteomics ; 19(6): 1058-1069, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-32156793

RESUMEN

Ion mobility can add a dimension to LC-MS based shotgun proteomics which has the potential to boost proteome coverage, quantification accuracy and dynamic range. Required for this is suitable software that extracts the information contained in the four-dimensional (4D) data space spanned by m/z, retention time, ion mobility and signal intensity. Here we describe the ion mobility enhanced MaxQuant software, which utilizes the added data dimension. It offers an end to end computational workflow for the identification and quantification of peptides and proteins in LC-IMS-MS/MS shotgun proteomics data. We apply it to trapped ion mobility spectrometry (TIMS) coupled to a quadrupole time-of-flight (QTOF) analyzer. A highly parallelizable 4D feature detection algorithm extracts peaks which are assembled to isotope patterns. Masses are recalibrated with a non-linear m/z, retention time, ion mobility and signal intensity dependent model, based on peptides from the sample. A new matching between runs (MBR) algorithm that utilizes collisional cross section (CCS) values of MS1 features in the matching process significantly gains specificity from the extra dimension. Prerequisite for using CCS values in MBR is a relative alignment of the ion mobility values between the runs. The missing value problem in protein quantification over many samples is greatly reduced by CCS aware MBR.MS1 level label-free quantification is also implemented which proves to be highly precise and accurate on a benchmark dataset with known ground truth. MaxQuant for LC-IMS-MS/MS is part of the basic MaxQuant release and can be downloaded from http://maxquant.org.


Asunto(s)
Cromatografía Liquida/métodos , Espectrometría de Movilidad Iónica/métodos , Péptidos/análisis , Proteoma/análisis , Proteómica/métodos , Espectrometría de Masas en Tándem/métodos , Algoritmos , Escherichia coli/metabolismo , Células HeLa , Humanos , Péptidos/metabolismo , Reproducibilidad de los Resultados , Saccharomyces cerevisiae/metabolismo , Programas Informáticos
2.
Mol Cell Proteomics ; 17(12): 2534-2545, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-30385480

RESUMEN

In bottom-up proteomics, peptides are separated by liquid chromatography with elution peak widths in the range of seconds, whereas mass spectra are acquired in about 100 microseconds with time-of-flight (TOF) instruments. This allows adding ion mobility as a third dimension of separation. Among several formats, trapped ion mobility spectrometry (TIMS) is attractive because of its small size, low voltage requirements and high efficiency of ion utilization. We have recently demonstrated a scan mode termed parallel accumulation - serial fragmentation (PASEF), which multiplies the sequencing speed without any loss in sensitivity (Meier et al., PMID: 26538118). Here we introduce the timsTOF Pro instrument, which optimally implements online PASEF. It features an orthogonal ion path into the ion mobility device, limiting the amount of debris entering the instrument and making it very robust in daily operation. We investigate different precursor selection schemes for shotgun proteomics to optimally allocate in excess of 100 fragmentation events per second. More than 600,000 fragmentation spectra in standard 120 min LC runs are achievable, which can be used for near exhaustive precursor selection in complex mixtures or accumulating the signal of weak precursors. In 120 min single runs of HeLa digest, MaxQuant identified more than 6,000 proteins without matching to a library and with high quantitative reproducibility (R > 0.97). Online PASEF achieves a remarkable sensitivity with more than 2,500 proteins identified in 30 min runs of only 10 ng HeLa digest. We also show that highly reproducible collisional cross sections can be acquired on a large scale (R > 0.99). PASEF on the timsTOF Pro is a valuable addition to the technological toolbox in proteomics, with a number of unique operating modes that are only beginning to be explored.


Asunto(s)
Espectrometría de Movilidad Iónica/métodos , Péptidos/análisis , Proteoma/análisis , Proteómica/instrumentación , Proteómica/métodos , Espectrometría de Masas en Tándem/métodos , Algoritmos , Cromatografía Liquida , Exactitud de los Datos , Escherichia coli , Proteínas de Escherichia coli/análisis , Células HeLa , Humanos , Iones/análisis , Reproducibilidad de los Resultados
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