MLU Sinz Lab - XL-MS with MeroX and Skyline

Peptide centric detection of cross-linked peptides using PASEF, MeroX, and Skyline
Data License: CC BY 4.0 | ProteomeXchange: PXD047307 | doi: https://doi.org/10.6069/v4kw-2s97
  • Organism: Bos taurus
  • Instrument: timsTOF Pro
  • SpikeIn: No
  • Keywords: XL-MS, PASEF, DDA, DIA, Peptide-centric
  • Lab head: Andrea Sinz Submitter: Juan Camilo Rojas Echeverri
Abstract
Cross-linking mass spectrometry (XL-MS) has evolved into a pivotal technique for probing protein interactions, with recent ad-vancements significantly enhancing its analytical potential. This technical note presents advancements in cross-linking mass spec-trometry (XL-MS) through the implementation of Parallel Accumulation-Serial Fragmentation (PASEF) on timsTOF instruments, enhancing the detection and analysis of protein interactions. Addressing the challenges in XL-MS, such as the interpretation of complex spectra, low abundance of cross-linked peptides (XL-peptides), and data acquisition biases, the study integrates a peptide-centric approach for the analysis of XL-MS data and presents the foundation for integrating data independent acquisition (DIA) in XL-MS with a vendor neutral and open-source platform. A novel method is described for processing DDA-PASEF data using Bruker software, enabling the conversion of this data into a format compatible with MeroX and Skyline tools. This approach, demonstrated with a bovine serum albumin (BSA) case study, significantly improves the identification and understanding of protein interactions, equipping the cross-linking community to overcome current analytical limitations.
Experiment Description
This study showcases the development of a XL-MS data analysis workflow with MeroX and Skyline. Bovine serum albumin (BSA) was cross-linked with disuccinimidyl dibutyric urea (DSBU) and digested with Trypsin using a suspension trapping (S-Trap) digestion protocol. The cross-linked BSA-DSBU tryptic digest was analyzed by LC-TIMS-MS/MS with a timsTOF Pro using parrallel accumulation-serial fragmentation (PASEF) in DDA mode. Raw LC-TIMS-MS/MS data was pre-processed with DataAnalysis to create peak lists in MGF format. The MGF files were used as input for cross-linked peptides identification with MeroX 2.0. MeroX results were converted into proXL format. The proXL files and MGF files were used as input for creating spectral libraries with Skyline. These spectral libraries allowed a peptide-centric interrogation of XL-MS data of DDA and DIA data.
Sample Description
A 10 μM bovine serum albumin (BSA) solution in 50 mM 2-[4-(2-hydroxyethyl)-piperazine-1-yl]ethanesulfonic acid (HEPES) (pH 7.5) underwent cross-linking at room temperature for 1 hour using a 50-fold molar excess of DSBU, freshly dissolved in DMSO at 25 mM. Alongside, a negative control without DSBU was prepared. Post cross-linking, three 80 μg aliquots from each sample were dried using a SpeedVac concentrator. Sample preparation, including protein digestion, was performed using Suspension-Trapping (S-Trap™; Protifi) as per the manufacturer’s guidelines.
Created on 11/27/23, 10:10 PM
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MeroX_BSA-DSBU_S-Trap_DIA-PASEF_2023-11-16_01-18-04.sky.zip2023-11-27 22:10:1821422352,41614
MeroX_BSA-DSBU_S-Trap_Final_2023-09-07_16-28-27.sky.zip2023-11-27 22:10:18215024473213
MeroX_BSA-DSBU_S-Trap_Refined_2023-07-31_18-08-11.sky.zip2023-11-27 22:10:1821722691,44513
MeroX_BSA-DSBU_S-Trap_2023-07-25_11-20-21.sky.zip2023-11-27 22:10:1811582501,39113

Data Analysis Workflow

1) Raw Bruker DDA-PASEF files are processed with DataAnalysis to obtain summed and filtered fragment ion spectra written in peak lists with a Mascot generic format. 2) The peak lists are then used for identification of cross-linked peptides with MeroX 2.0. 3) The native MeroX results are converted into a standard protein cross-linking (ProXL) XML database scheme. 4) The peak list files and the ProXL XML files are used to create a data dependent acquisition (DDA) spectral library. This spectral library is used to guide Skyline for the creation of extracted ion chromatograms (EICs) of the proposed cross-linked peptides. 5) The Skyline document is refined accounting for other analyte-specific properties (e.g.., isotopic pattern, peak shape, isotope co-elution, consistent chromatographic retention, etc.) accessible with Skyline. At this point data analysis can be stopped and report results or, alternatively, the refined documents can then be used to optimize DDA-PASEF experiments, design and export PRM-PASEF experiments, or serve as a template for analysis of DIA-PASEF data using DDA spectral libraries.

Replicate Sample ID Group Acquisition Order Collision Energy Profile
timsTOF_20230623_BSA-DSBU_S-Trap_pool_01_RD6_1_4677 S-Trap Pool (quant) 1 S-Trap Pool (quant) 4677 Low
timsTOF_20230623_BSA-DSBU_S-Trap_pool_02_RD6_1_4678 S-Trap Pool (quant) 2 S-Trap Pool (quant) 4678 Low
timsTOF_20230623_BSA-DSBU_S-Trap_pool_03_RD6_1_4679 S-Trap Pool (quant) 3 S-Trap Pool (quant) 4679 Low
timsTOF_20230623_BSA-DSBU_S-Trap_pool_04_RD6_1_4680 S-Trap Pool (quant) 4 S-Trap Pool (quant) 4680 Low
timsTOF_20230625_BSA-DSBU_S-Trap_pool_High_CE_01_RE1_1_4682 S-Trap Pool (conditionaning) 1 S-Trap Pool (conditionaning) 4682 High
timsTOF_20230625_BSA-DSBU_S-Trap_pool_Mid_CE_01_RE1_1_4683 S-Trap Pool (conditionaning) 2 S-Trap Pool (conditionaning) 4683 Mid
timsTOF_20230625_BSA-DSBU_S-Trap_pool_Low_CE_01_RE1_1_4684 S-Trap Pool (conditionaning) 3 S-Trap Pool (conditionaning) 4684 Low
timsTOF_20230625_BSA-DSBU_S-Trap_Rep_01_RE2_1_4686 S-Trap Rep 1 S-Trap Reps 4686 High
timsTOF_20230625_BSA-DSBU_S-Trap_Rep_02_RE3_1_4687 S-Trap Rep 2 S-Trap Reps 4687 High
timsTOF_20230625_BSA-DSBU_S-Trap_Rep_03_RE4_1_4688 S-Trap Rep 3 S-Trap Reps 4688 High
timsTOF_20230703_BSA-DSBU_S-Trap_NegCtrl_Rep_01_RD5_1_4722 S-Trap NegCtrl Rep 1 S-Trap NegCtrl Reps 4722 High
timsTOF_20230703_BSA-DSBU_S-Trap_NegCtrl_Rep_02_RD6_1_4723 S-Trap NegCtrl Rep 2 S-Trap NegCtrl Reps 4723 High
timsTOF_20230703_BSA-DSBU_S-Trap_NegCtrl_Rep_02_RD6_1_4723 S-Trap NegCtrl Rep 3 S-Trap NegCtrl Reps 4724 High
timsTOF_20230803_BSA-DSBU_SS_S-Trap_July2023Batch_DIA_HighCE_01_RD1_1_4837 S-Trap DIA Rep 1 S-Trap DIA 4837 High

 Short description of the MS files deposited in this Panorama repository.

  Attached Files  
   
 BSA-DSBU_sample_list.txt