圣淘沙名胜世界(新加坡)

    Discovery proteomic (DIA) LC-MS/MS data acquisition and analysis

    Yan Chen, Jennifer Gin, Christopher J Petzold

    Published: 2022-08-03 DOI: 10.17504/protocols.io.e6nvwk1z7vmk/v1
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    Disclaimer

    This protocol is for research purposes only.

    Abstract

    This protocol details steps in discovery proteomic data-independent acquisition with a standard-flow UHPLC-Obitrap system and a subsequent DIA-NN library-free database search. The data acquisition method was adapted from González Fernández-Niño, S. M., et al. "Standard flow liquid chromatography for shotgun proteomics in bioenergy research." Frontiers in bioengineering and biotechnology, 3 (2015): 44.

    Before start

    Prepare the following solvents:

    Needle wash solvents: Add 100mLinto 900mL.

    Solvent A: Add 0.1% volumeinto LC-MS grade water.

    Solvent B: Add 0.1% volumeinto LC-MS grade acetonitrile.

    Steps

    Proteomics: HPLC and Mass Spectromtery

    1.

    Thaw peptide samples On ice , and transfer 30µLof each sample to LC autosampler vials (Agilent, Cat.#5182-0567,#5182-0564) or 96-well plate (Bio-Rad, Cat.#HSP9655).

    2.

    Liquid chromatography-tandem mass spectrometry (LC-MS/MS) analysis is performed with a Thermo Orbitrap Exploris 480 mass spectrometer (Thermo Fisher Scientific, San Jose, CA) coupled with an Agilent 1290 Infinity UHPLC system (Agilent Technologies, Santa Clara, CA).

    Equipment

    ValueLabel
    Obitrap Exploris 480NAME
    Mass spectrometerTYPE
    Thermo FisherBRAND
    BRE725532SKU

    Equipment

    ValueLabel
    1290 Infinity UHPLCNAME
    Ultra-high performance liquid chromatography systemTYPE
    Agilent TechnologiesBRAND
    1290 Infinity UHPLCSKU
    3.

    Samples were loaded into a temperature controlled autosampler operating at 4°C. The separation on the UHPLC is achieved by using an Agilent InfinityLab Poroshell 120 EC-C18 (2.1 mm ID,100 mm length,1.9 µm particle size, 120-Å pore size) (Agilent, Cat.#695675-902) coupled with an Agilent InfinityLab Poroshell 120 EC-C18 guard column (2.1 mm ID,5 mm length,1.9 µm particle size, 160-Å pore size)(Agilent, Cat.#821725-940). The column is operated at 60°C.

    4.

    Twenty micrograms 20µg of peptides are loaded onto the column from each sample and separated using a gradient separation with 0.1% formic acid in water (Solvent A) and 0.1% formic acid in acetonitrile (Solvent B) operating at a flow rate of 0.4 ml/min. A 15 minute total acquisition time with a 10 minute linear elution gradient of chromatographic separation is as follows:

    ABCD
    Step%A%BTime (minute)
    19820.0
    298101.5
    3653511.5
    4208012.0
    5208013.5
    698214.0
    798215.0

    Table 1. Chromatographic gradient table

    Chromatographic gradient diagram
    Chromatographic gradient diagram

    Note
    The gradient length depends on the application of interest and the depth of proteome coverage a study is pursuing.

    5.

    The eluted peptides were ionized via OptaMaxTM NG Electrospray Ion Source operating in positive ion mode with the following source parameters:

    AB
    Vaporizer temp250 °C
    Ion transfer tube temp300 °C
    Positive ion voltage3500 V
    Shealth gas50
    Aux gas20

    Table 2. Source conditions

    6.

    The mass spectrometer is operated in data independent mode with a duty cycle of 3 survey scans and 45 MS2 scans . The survey scan and MS2 scan parameters are as follows:

    AB
    Survey scan obitrap resolution60K
    Survey scan MS range380 to 985 m/z
    Survey scan AGC target300%
    Survey scan maximum ion injection time45 ms
    DIA precusor isolation window13.5 m/z
    MS2 scan range145 to 1450 m/z
    MS2 scan obitrap resolution15K
    MS2 scan AGC target1000%
    MS2 scan maximum ion injection time22 ms

    DIA parameters

    7.

    The MS raw data were acquired using Thermo Scientific Xcalibur version 4.3.73

    Software

    ValueLabel
    Thermo Fisher ScientificNAME
    Thermo Fisher ScientificDEVELOPER
    http://www.thermofisher.com/order/catalog/product/OPTON-30965#/OPTON-30965LINK
    4.3.73VERSION
    8.

    The acquired DIA raw data files were analyzed by an integrated software suite DIA-NN v 1.8.1.

    Citation
    Demichev V, Messner CB, Vernardis SI, Lilley KS, Ralser M 2020 DIA-NN: neural networks and interference correction enable deep proteome coverage in high throughput. Nature methods http://doi.org/10.1038/s41592-019-0638-x

    9.

    DIA-NN configurations for Library-free search and peptide quantification:

    AB
    EnzymeTrypsin
    Maximum missed cleavages1
    Precusor and Fragment MS accuriciesAutomatically determined
    Precusor length range7-30
    Precusor charge range2-4
    Fixed modificationsCarbamidomethyl (Cys)
    Variable modificationsDeamination (Asn, Gln); Oxidation (Met)
    Precusor and protein identificaiton FDR1%
    Quantification strategyRobust LC
    Spectral libraryGenerated from fasta files of latest proteomes at Uniprot

    DIA-NN configurations

    10.

    Protein quantity reported by DIA-NN was further processed and visualized using an jupyter notebook described in detail through an established protocol.

    Label-free quantification (LFQ) proteomic data analysis from DIA-NN output files

    LCMS QC and performance monitoring

    11.

    The Exploris mass spectrometer is subjected to mass calibration check prior to analyzing samples to verify mass accuracy, intensity, and resolution of ions using Pierce™ FlexMix™ Calibration Solution purchased from Thermo Fisher Scientific.

    12.

    A weekly mass calibration is performed to maintain <3 ppm mass accuracy without correction from internal calibrant.

    13.

    The mass spectrometer is subjected to a system calibration at least quarterly (and more frequently, if transmission tune fails, or performance issues arise).

    14.

    UHPLC-Obitrap system performance is monitored at the beginning, middle, and end of large sample sets by running full LC-MS/MS data collection of 20 ug E.coli cell lysate protein tryptic digest. The protein identification, mass accuracy, peak shape, and resolution of peptides are evaluated.

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