U of Leipzig AG Bioanalytics - A Workflow Towards The Reproducible Identification and Quantitation of Protein Carbonylation Sites in Human Plasma

U of Leipzig AG Bioanalytics - A Workflow Towards The Reproducible Identification and Quantitation of Protein Carbonylation Sites in Human Plasma
A Workflow Towards The Reproducible Identification and Quantitation of Protein Carbonylation Sites in Human Plasma
Data License: CC BY 4.0
  • Organism: Homo sapiens
  • Instrument: SYNAPT G2-Si
  • SpikeIn: No
  • Keywords: protein carbonylation; human plasma; aldehyde reactive probe (ARP); biotin-avidin affinity; LC-MS/MS
  • Submitter: Juan Camilo Rojas Echeverri
Abstract
Protein carbonylation, a marker of excessive oxidative stress, has been studied in the context of multiple human diseases related to oxidative stress. The variety of post-translational carbonyl modifications (carbonyl PTMs) and their low concentrations in plasma challenge their repro-ducible identification and quantitation. However, carbonyl-specific biotinylated derivatization tags (e.g., aldehyde reactive probe, ARP) allow targeting carbonyl PTMs by enriching proteins and peptides carrying these modifications. In this study, an oxidized human serum albumin protein model (OxHSA) and plasma from a healthy donor were derivatized with ARP, digested with trypsin, and enriched using biotin-avidin affinity chromatography prior to RPC ESI-MS/MS-TWIMS. The presented workflow addresses several analytical challenges by us-ing ARP specific fragment ions to reliably identify ARP-peptides. Furthermore, the reproducible recovery and relative quantitation of ARP-peptides was validated. HSA in plasma was heavily modified by a variety of direct amino acid oxidation products and adducts from reactive car-bonyl species (RCS) with most RCS modifications were detected in six hotspots, i.e., Lys10, Lys190, Lys199, Lys281, Lys432, and Lys525 of HSA.
Experiment Description
Covalently linked carbonyls from human plasma proteins and an oxidized human serum albumin protein model were derivatized with aldehyde reactive probe (ARP), a biotinylated, carbonyl-specific derivatization reagent. Proteins were digested with trypsin with a FASP procedure and peptide digest was processed with biotin-avidin chromatography. Both peptides in fractions prior to enrichment and in the elution fractions were analyzed with LC-TWIMS-MS/MS with a Q-IMS-TOF instrument (Synapt G2-Si) in DDA mode.
Created on 4/2/21, 2:48 PM
Raw data is available in the PRIDE repository with the accession PXD023738.

Schematic presentation of the analytical workflow applied to plasma samples for ARP-peptide enrichment (left) and the following LC-MS-based analysis from acquisition to data processing (right). Ultrafiltration of blood plasma was applied to simultaneously remove small molecules and reconstitute proteins in acidic conditions (I) to derivatize carbonylated proteins with ARP (II). Proteins were digested with trypsin using a FASP approach (III) and the resulting peptide mixture was split and either mixed with an ARP-labelled digest of a model protein (III.A) or directly enriched by avidin-affinity chromatography (IV). The fractions were submitted to ultrafiltration to remove interfering monomeric avidin (V) and analyzed by nRPC‑ESI‑MS/MS-TWIMS in DDA mode (VI). The generated tandem mass spectra were processed with a hybrid de novo and database search approach (VII) considering specific ARP fragmentation patterns. All proposed ARP-peptides were validated by manual annotation of the mass spectra and considering both drift times in IMS and retention times in RPC (VIII). The filtered peptide list and corresponding peak areas were further processed (IX) to assess recovery, sample preparation workflow reproducibility, and protein carbonyl modification site location.

Experimental setup used to evaluate the enrichment reproducibility (ARP-Plasma:ARP-OxHSA data set; panel a), the matrix interference effects (Plasma:ARP-OxHSA data set; panel b), and the reproducibility of the whole procedure (ARP-Plasma Upscale data set; panel c).

Short descriptions for each of the samples corresponding to the MS files used for all three Skyline Projects in this repository.

 

  Attached Files  
   
 Panorama_sample_list.xlsx

Clustergrammer Heatmap
 
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20240429_OG_Dataset6.sky.zip2024-05-01 05:14:22101935791
20240429_OG_Dataset6_filtered.sky.zip2024-05-01 05:13:1510802401
20240429_U87MGNG_Dataset4_filtered.sky.zip2024-05-01 05:10:0910471411
20240429_U87MGNG_Dataset4.sky.zip2024-05-01 05:03:35104891,4671
20240429_PermFet_Dataset3_filtered.sky.zip2024-05-01 05:00:38103761,1281
20240429_Fetuin_Dataset1.sky.zip2024-05-01 03:45:15102407201
20240429_GSL_Dataset5_2024-05-01.sky.zip2024-05-01 03:43:37102928761
20240429_GSL_Dataset5_filtered.sky.zip2024-05-01 03:42:4010772311
2023_10_13_Dap8_PW_V_Singh_DGDGs_2023-12-04_15-29-42.sky.zip2024-04-30 20:58:3610182916
2023_10_13_Dap8_PW_V_Singh_LysylPGs_2023-12-04_15-28-21.sky.zip2024-04-30 20:58:361018726
2023_10_13_Dap8_PW_V_Singh_PGs_2023-12-04_15-27-38.sky.zip2024-04-30 20:58:3610182819
2023_08_31_N_CSH_V_Singh_Strains_DGDGs_2023-12-04_15-25-28.sky.zip2024-04-30 20:58:3610182919
2023_08_31_N_CSH_V_Singh_Strains_LysylPGs_2023-12-04_15-22-27.sky.zip2024-04-30 20:58:361018729
2023_08_31_N_CSH_V_Singh_Strains_PGs_2023-12-04_15-16-51.sky.zip2024-04-30 20:58:3610182919
2022_01_25_P_N315_and_Dap8_LPG_precursors_2023-04-13_14-50-41.sky.zip2024-04-30 20:58:361018186
2021_09_17_N315_and_Dap8_isotope_labeled_16_2023-04-13_14-14-56.sky.zip2024-04-30 20:58:36105122612
2021_09_17_N315_and_Dap8_isotope_labeled_15_2023-04-13_14-00-31.sky.zip2024-04-30 20:58:36105124812
20240429_CSFNG_Dataset2_2024-05-01.sky.zip2024-04-30 19:10:16101,4804,4401
20240429_CSFNG_Dataset2_filtered.sky.zip2024-04-30 19:02:191016481
20240429_PermFet_Dataset3.sky.zip2024-04-30 10:09:10103,37010,1101
20240429_Fetuin_Dataset1_filtered.sky.zip2024-04-30 10:08:431029871
figure7_DIA_samples.sky.zip2024-04-09 15:12:492212125133
figure6_PRM_system_suitability_2024-02-05_19-48-55.sky.zip2024-04-09 15:12:422171718948
figure6_DIA_samples_2024-02-06_13-03-26.sky.zip2024-04-09 15:12:2722121251157
figure5_DIA_samples.sky.zip2024-04-09 15:12:182212125115
figure5_PRM_system_suitability.sky.zip2024-04-09 15:12:18217171896
figure4_PRM_system_suitability.sky.zip2024-04-09 15:12:092171718914
figure4_DIA_samples.sky.zip2024-04-09 15:12:092212125132
figure3_PRM_system_suitability.sky.zip2024-04-09 15:12:042171718937
figure2_PRM_system_suitability_2024-02-02_13-59-23.sky.zip2024-04-09 15:11:542171718985
NV0001_Mouse-Skin_mProphet_Panorama_2024-03-09_19-20-18.sky.zip2024-03-10 20:30:291,6595,7905,79028,90434
XW0008_Cas9Myc_DIAassayLIB_OmBcells_17Nov2023_2024-02-24_08-51-18.sky.zip2024-02-24 12:56:485,20383,67483,675605,04024
XW0009_DIAassayLIB_OmBcells_17Nov2023_2024-02-23_18-35-50.sky.zip2024-02-23 22:06:575,20383,64583,647604,72019
AutoQC-lumos-SysS-MouAD-PFC-C2-B5-B7.sky.zip2024-02-20 07:53:561889414
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C2_B07.sky.zip2024-02-18 11:31:099,778127,624127,624966,34712
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C2_B06.sky.zip2024-02-18 10:45:259,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C2_B05.sky.zip2024-02-18 09:51:569,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C2_B04.sky.zip2024-02-18 01:14:219,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C2_B03.sky.zip2024-02-18 00:22:039,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C2_B02.sky.zip2024-02-17 23:29:529,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C2_B01.sky.zip2024-02-17 18:20:009,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B28.sky.zip2024-02-17 17:30:039,778127,624127,624966,3476
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B27.sky.zip2024-02-17 16:57:559,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B26.sky.zip2024-02-17 15:06:069,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B25.sky.zip2024-02-17 14:11:069,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B24.sky.zip2024-02-17 13:17:049,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B23.sky.zip2024-02-17 10:45:369,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B22.sky.zip2024-02-17 09:52:589,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B21.sky.zip2024-02-17 09:01:129,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B20.sky.zip2024-02-17 01:24:329,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B19.sky.zip2024-02-17 00:31:539,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B18.sky.zip2024-02-16 23:42:139,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B17.sky.zip2024-02-16 21:59:109,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B16.sky.zip2024-02-16 21:08:449,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B15.sky.zip2024-02-16 19:45:379,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B14.sky.zip2024-02-16 18:50:509,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B13.sky.zip2024-02-16 17:05:369,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B12.sky.zip2024-02-16 16:13:309,778127,624127,624966,34716
XW0008-Myc248_DIAassayLIB_OmBcells_17Nov2023_2024-02-16_10-02-13.sky.zip2024-02-16 15:02:065,20383,67483,675605,04024
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B11.sky.zip2024-02-16 11:03:589,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B10.sky.zip2024-02-16 10:07:519,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B09.sky.zip2024-02-16 09:14:539,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B08.sky.zip2024-02-16 08:20:059,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B07.sky.zip2024-02-16 01:08:409,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B06.sky.zip2024-02-16 00:17:379,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B05.sky.zip2024-02-15 23:29:389,778127,624127,624966,34716
XW0008_nanos3_DIAassayLIB_OmBcells_17Nov2023_2024-02-15_17-02-46.sky.zip2024-02-15 21:13:165,20383,67483,675605,04024
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B04.sky.zip2024-02-15 16:37:369,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B03.sky.zip2024-02-15 14:42:299,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B02.sky.zip2024-02-15 13:44:359,778127,624127,624966,34716
Lumos-Jax-Cortex-DIA-ind-8mz-ovlp-400to1000-C1_B01.sky.zip2024-02-15 12:45:409,778127,624127,624966,34716
AutoQC-lumos-PCs-MouAD-PFC-C2-B5-B7.sky.zip2024-02-14 16:42:502141417344
AutoQC-lumos-PCs-MouAD-PFC-C2-B1-B4.sky.zip2024-02-14 16:42:332141417364
AutoQC-lumos-PCs-MouAD-PFC-C1-B9-B12.sky.zip2024-02-14 16:42:152141417364
AutoQC-lumos-PCs-MouAD-PFC-C1-B4-B8.sky.zip2024-02-14 16:42:002141417380
AutoQC-lumos-PCs-MouAD-PFC-C1-B25-B28.sky.zip2024-02-14 16:41:372141417354
AutoQC-lumos-PCs-MouAD-PFC-C1-B21-B24.sky.zip2024-02-14 16:41:002141417364
AutoQC-lumos-PCs-MouAD-PFC-C1-B17-B20.sky.zip2024-02-14 16:40:442141417365
AutoQC-lumos-PCs-MouAD-PFC-C1-B13-B16.sky.zip2024-02-14 16:40:282141417364
AutoQC-lumos-PCs-MouAD-PFC-C1-B1-B3.sky.zip2024-02-14 16:40:082141417347
AutoQC-lumos-SysS-MouAD-PFC-C2-B1-B4.sky.zip2024-02-14 16:10:161889417
AutoQC-lumos-SysS-MouAD-PFC-C1-B9-B12.sky.zip2024-02-14 16:06:251889416
AutoQC-lumos-SysS-MouAD-PFC-C1-B4-B8.sky.zip2024-02-14 16:02:231889422
AutoQC-lumos-SysS-MouAD-PFC-C1-B1-B3.sky.zip2024-02-14 15:59:501889418
AutoQC-lumos-SysS-MouAD-PFC-C1-B17-B20.sky.zip2024-02-14 14:48:381889410
ZipChip_HR_Metabolomics_2024Protocol_2024-02-05_17-24-05.sky.zip2024-02-05 14:24:28100821594
22AminoAcids_Fully13CLabeled_2024-01-29_14-30-52.sky.zip2024-01-29 11:32:1410444936
RBD_M_Glyco_2024-01-25_15-29-41.sky.zip2024-01-26 17:23:2672923972,3829
20240104_Neg_FMT_MCBAs_isoRemove_Cleaned_Final_2024-01-25_21-40-19.sky.zip2024-01-26 16:43:471010030056
20231220_Neg_FMT_BA_Full_reduce_Res50_High_final_2024-01-04_15-44-59.sky.zip2024-01-26 16:43:47405112176
P179_UNCSet1_ACE_v0p3_2024-01-24_22-42-18.sky.zip2024-01-24 19:51:4423034963724
P179_UNCSet2_ACE_v0p3_2024-01-24_22-37-25.sky.zip2024-01-24 19:40:1117021336726
New_iRBD2024-01-15 23:30:5233474794292
Paired_CSF_Plasma_Serum2024-01-15 23:30:523347479460
Initial_Targeted_Proteomics2024-01-15 23:30:5233474794441
TPAD_VL_CSF_PRTC_APOA1_2024-01-07_23-01-46.sky.zip2024-01-07 23:08:493464642412
TPAD-CSF-SP3_1-5.sky.zip2024-01-05 06:03:432,90823,74323,743189,895396
173_peptides_iRTs_chromatogram_library_2023-12-22_00-47-19.sky.zip2023-12-22 01:06:36311833561,0822
Figure_8B_Freiburg_ALG1-CDG-Patients_Comparison_2023-12-22_02-34-55.sky.zip2023-12-22 01:06:2022691284006
Figures_4_5_6_7_8A_Heidelberg_CDG-Patients_2023-12-22_02-32-43.sky.zip2023-12-22 01:06:20206712439014

Mass shifts and proposed structures of all derivatized carbonyl modifications considered in this study.

 

Note: for "Mass search" of modified peptides with modifications from table round up mass shifts to first decimal.

 

  Attached Files  
   
 Table S1.xlsx