Van Eyk - Methylation Methods

Van Eyk - Methylation Methods
Lysine & Arginine Protein Post-translational Modifications by Enhanced DIA Libraries: Quantification in Murine Liver Disease
ProteomeXchange: PXD012621
  • Organism: Mus musculus
  • Instrument: Orbitrap Fusion Lumos,TripleTOF 6600
  • SpikeIn: No
  • Keywords: Mass spectrometry, methylation, precursor mass window, DIA-MS, methylome, succinylation, acetylation
  • Submitter: Aaron Robinson
Abstract
Arg and Lys undergo multiple enzymatically driven post-translational modifications (PTMs), including methylation, which may be linked to key cellular processes. Today there is not a method that simultaneously quantifies proteins and the methylome at the site level. We have developed a method that can differentiate an unmodified peptide from its mono-, di- or tri-methylated Arg or Lys counterpart through a data independent acquisition approach that is suitable for both triple TOF and Orbitrap mass spectrometers. This method was further expanded to include Lys acetylation and succinylation, which in conjunction with methylation allow for simultaneous quantification of Lys PTMs in the a single measurement. Our approach leverages small precursor mass windows to physically separate the various methylated species from each other during MS2 acquisition and shows linearity in the quantitation of low abundant peptides. We did this by first creating a biologically hyper-methylated peptide assay library, for mono-, di- and tri-methylated Lys and mono- and di-methylated Arg to which each experimental sample is compared. We further expanded the peptide assay library to include Lys acetylation and succinylation, providing the opportunity to multiplex five Lys and two Arg modification without the need for sample enrichment. To assess its biological relevance, we applied this method to complex liver lysate from differentially methylated in-vivo non-alcoholic steatohepatitis mouse models and show that differential methylation potential and altered acetylation together with total protein changes drive strong novel hypothesis of a regulatory function of post-translational modifications in protein synthesis and mRNA stability. In conclusion: our method, which is suitable for different mass spectrometers along with the corresponding publicly available mouse liver PTM enriched peptide assay library, provides an easily adoptable framework needed for studying global protein methylation, acetylation, and succinylation in any proteomic experiment when total protein quantification is being carried out. Wide adoption of this easy approach will allow more rapid integration of PTM studies and knowledge.
Created on 2/7/19, 11:17 PM
To establish DIA-MS parameters to allow for differentiating a methylated peptide from an unmodified peptide, first a DDA-MS library was built on a Sciex 6600 Triple TOF based on the DDA acquisition of a pool of 400 synthesized peptides (400 femtomoles/peptide) containing either K[Unmodified], K[Monomethyl], K[Dimethyl], or K[Trimethyl]. DIA acquisitions of 400 femtomoles/peptide of the methyl peptide pool were then acquired using a 4 Dalton precursor mass windows and 100 variable mass windows. A DDA library was also created from the methyl peptide pool acquired on the Orbitrap Fusion Lumos (200 femtomoles/peptide). DIA acquisitions of 200 femtomoles/peptide were then acquired with 4, 6, and 12 Dalton fixed precursor mass windows respectively. Each acquisition contains a pool consisting of 100 synthesized unmodified and mono-, di- and tri-methylated peptides. Peptides were resuspended in 0.1% Formic Acid and pooled at 1:1 ratio.

 

 



Clustergrammer Heatmap
 
Download
7memberCommunity_PlateB.sky.zip2025-07-02 21:47:56501212247
7memberCommunity_PlateA.sky.zip2025-07-02 21:47:56501212247
7memberCommunity_PlateD.sky.zip2025-07-02 21:47:56501212247
7memberCommunity_PlateC.sky.zip2025-07-02 21:47:56501212247
7memberCommunity_PlateB.sky.zip2025-07-02 21:47:56501212247
210723-ATI-barley-Pt14_2025-02-24_01-08-00.sky.zip2025-07-02 20:45:211010198733
210423-ATI-barley-Pt13_2025-02-24_01-07-11.sky.zip2025-07-02 20:45:201010194027
210416-ATI-barley-Pt12_2025-02-24_01-06-33.sky.zip2025-07-02 20:45:181010193843
210415-ATI-barley-Pt11_2025-02-24_01-05-41.sky.zip2025-07-02 20:45:161010194029
210302-ATI-barley-Pt10_2025-02-24_01-05-05.sky.zip2025-07-02 20:45:151010194234
210224-ATI-barley-Pt9_2025-02-24_01-04-22.sky.zip2025-07-02 20:45:131010194031
210217-ATI-barley-Pt8_2025-02-24_01-03-46.sky.zip2025-07-02 20:45:121010194029
210210-ATI-barley-Pt7_2025-02-24_01-03-02.sky.zip2025-07-02 20:45:101010194631
210203-ATI-barley-Pt6_2025-02-24_01-02-20.sky.zip2025-07-02 20:45:091010195031
210129-ATI-barley-Pt5_2025-02-24_01-01-22.sky.zip2025-07-02 20:45:071010195831
200731-ATI-barley-Pt4_2025-02-24_01-00-26.sky.zip2025-07-02 20:45:061010198719
200717-ATI-barley-Pt3_2025-02-24_00-58-01.sky.zip2025-07-02 20:45:041010198755
200709-ATI-barley-Pt2-Response_2025-02-24_00-56-48.sky.zip2025-07-02 20:45:01101019957
200709-ATI-barley-Pt2_2025-02-24_00-55-11.sky.zip2025-07-02 20:45:011010199136
200602-ATI-barley-Pt1_2025-02-24_00-25-35.sky.zip2025-07-02 20:44:591010199331
TPAD_CSF1A_Batch1-multiNF-DIANN.sky.zip2025-07-01 17:49:472,85327,12832,575259,53243
TPAD_CSF1A_Batch1-multiNF-DIANN-grouped.sky.zip2025-07-01 17:41:312,67226,43931,769253,11943
TPAD_CSF1B_Batch2-multiNF-DIANN.sky.zip2025-07-01 15:26:132,85327,12832,575259,53241
TPAD_CSF1B_Batch2-multiNF-DIANN-grouped.sky.zip2025-07-01 15:17:422,67226,43931,769253,11941
TPAD_CSF2A_Batch3-multiNF-DIANN.sky.zip2025-07-01 14:13:302,85327,12832,575259,53243
TPAD_CSF2A_Batch3-multiNF-DIANN-grouped.sky.zip2025-07-01 14:04:582,67226,43931,769253,11943
TPAD_CSF2B_Batch4-multiNF-DIANN.sky.zip2025-07-01 11:21:372,85327,12832,575259,53243
TPAD_CSF2B_Batch4-multiNF-DIANN-grouped.sky.zip2025-07-01 11:09:482,67226,43931,769253,11943
TPAD_CSF3A_Batch5-multiNF-DIANN.sky.zip2025-06-30 15:31:332,85327,12832,575259,53243
TPAD_CSF3A_Batch5-multiNF-DIANN-grouped.sky.zip2025-06-30 15:23:252,67226,43931,769253,11943
TPAD_CSF3B_Batch6-multiNF-DIANN.sky.zip2025-06-30 14:43:542,85327,12832,575259,53241
TPAD_CSF3B_Batch6-multiNF-DIANN-grouped.sky.zip2025-06-30 14:36:142,67226,43931,769253,11941
TPAD_CSF4_Batch7-multiNF-DIANN.sky.zip2025-06-30 13:55:172,85327,12832,575259,53242
TPAD_CSF4_Batch7-multiNF-DIANN-grouped.sky.zip2025-06-30 13:46:482,67226,43931,769253,11942
TPAD_CSF5_Batch8-multiNF-DIANN.sky.zip2025-06-30 13:02:062,85327,12832,575259,53254
TPAD_CSF5_Batch8-multiNF-DIANN-grouped.sky.zip2025-06-30 11:52:172,67226,43931,769253,11954
METRIC_Eclipse_PSB_All_QCs_2025-06-27_01-27-04.sky.zip2025-06-26 22:27:151666233
Exp_CSF_GPF_A_2024-05-06_21-16-47.sky.zip2025-06-25 18:12:201,8297,3787,37855,0401
2024-05 CSF LIT GPF-MSFragger-3.sky.zip2025-06-25 18:12:201,0825,0956,01940,4016
240207_gpf_2024-06-04_10-24-18.sky.zip2025-06-25 18:12:201,2886,98410,593126,0861
230305_ev2_prm_final_inj1_2024-06-04_07-32-10.sky.zip2025-06-25 18:12:207222,0892,08914,44942
230124_p2_neo_30min_3500targets_opt_trans_pepleveldilution_2024-06-04_06-58-16.sky.zip2025-06-25 18:12:201,0273,5013,50111,42041
CSF_neurod105_assay_individuals_manual_2024-06-03_15-26-36.sky.zip2025-06-25 18:12:201029029026,34537
Exp_CSF_MMCC_quant_all_adjBound_opttrans_nochick_2024-06-03_14-53-02.sky.zip2025-06-25 18:12:201,2058,3748,37424,93427
OT_GPF_PRM_survey_MMCC_boundaries_opttrans_nochick_2024-06-03_14-36-08.sky.zip2025-06-25 18:12:201,2801,9711,9715,80127
LIT_GPF_survey_newAlign_MMCC_boundaries_opttrans_nochick_2024-06-02_15-26-11.sky.zip2025-06-25 18:12:207982,0352,0355,99827
Aducanumab_Selectivity_2025-06-19_12-58-48.sky.zip2025-06-19 09:59:0644851236
hela_isolation_window_concentration_2000ng.sky.zip2025-06-02 18:36:1910,365188,947223,7653,101,14818
hela_isolation_window_experiment_200ng.sky.zip2025-06-02 18:36:1910,365188,947223,7653,101,14818
hela_isolation_window_experiment_500ng.sky.zip2025-06-02 18:36:1910,364188,947223,7653,101,14818
hela_isolation_window_experiment_1000ng.sky.zip2025-06-02 18:36:1910,365188,947223,7653,101,14818
2025-0405-MMCC-EV-Astral-noimpute_2025-05-29_11-52-05.sky.zip2025-06-02 18:36:194,90737,54742,331335,89142
2025-0405-MMCC-EV-Actis-noimpute_2025-05-29_11-46-45.sky.zip2025-06-02 18:36:195,18541,97847,810380,07242
SMTG-low-value-imputed_2025-05-01_14-22-15.sky.zip2025-06-01 21:38:1710,383187,220217,1092,214,24878
SMTG-MissForest-imputed_2025-05-01_11-41-41.sky.zip2025-06-01 20:04:5710,383187,220217,1092,214,24878
SMTG-nettle-imputed_2025-04-30_12-25-18.sky.zip2025-06-01 18:16:1410,639215,139251,4792,483,95978
SMTG-unimputed_2025-04-30_08-55-40.sky.zip2025-06-01 13:32:5610,639215,139251,4792,483,95978
TEI-REX-unimputed_2025-04-29_15-46-15.sky.zip2025-06-01 11:49:381,30749,85259,007585,98796
TEI-REX-nettle-imputed_2025-04-29_13-36-50.sky.zip2025-06-01 11:15:251,30749,85259,007585,98796
MagNet-holdout-nettle-imputed_2025-05-01_08-50-25.sky.zip2025-06-01 09:40:175,29914,11015,07460,28842
hela_isolation_window_concentration_2000ng.sky.zip2025-05-30 15:25:4610,365188,947223,7653,101,14818
ecoli_large_replicates_loaded_refined_2024-05-30_14-02-04.sky.zip2025-05-30 12:00:183669899894,9408
ecoli_large_replicates_loaded_2024-05-30_14-00-59.sky.zip2025-05-30 12:00:184611,3021,3027,5248
ecoli_large_replicates_2024-05-30_14-00-05.sky.zip2025-05-30 12:00:184611,3021,3027,5240
ecoli_subset_replicates_refined_cv_2024-05-30_13-58-18.sky.zip2025-05-30 12:00:187592,2662,26612,8072
ecoli_subset_replicates_refined_2024-05-30_13-57-25.sky.zip2025-05-30 12:00:187592,4372,43713,6022
ecoli_subset_replicates_2024-05-30_13-56-16.sky.zip2025-05-30 12:00:187592,4372,44130,8572
gpf_results_importer_2024-05-30_13-54-14.sky.zip2025-05-30 12:00:181,1925,3967,42785,6731
gpf_results_manual_2024-05-30_13-52-23.sky.zip2025-05-30 12:00:181,1925,3967,42785,6731
pq500_100spd_plasma_final_lightheavy_replicates_2024-05-30_13-50-10.sky.zip2025-05-30 11:58:415798181,62213,69910
pq500_60spd_plasma_final_lightheavy_replicates_2024-05-30_13-48-26.sky.zip2025-05-30 11:58:415798181,62213,87610
pq500_100spd_plasma_final_replicates_2024-05-30_13-47-38.sky.zip2025-05-30 11:58:415798188187,08110
pq500_60spd_plasma_final_replicates_2024-05-30_13-46-43.sky.zip2025-05-30 11:58:415798188186,97710
pq500_100spd_plasma_multireplicate_results_refined_2024-05-30_13-46-07.sky.zip2025-05-30 11:58:415798188187,0811
pq500_60spd_plasma_multireplicate_results_refined_2024-05-30_13-45-40.sky.zip2025-05-30 11:58:415798188186,9771
pq500_100spd_plasma_multireplicate_results_2024-05-30_13-45-07.sky.zip2025-05-30 11:58:415798188187,6512
pq500_60spd_plasma_multireplicate_results_2024-05-30_13-44-21.sky.zip2025-05-30 11:58:415798188187,6012
pq500_100spd_neat_multireplicate_results_refined_2024-05-30_13-43-42.sky.zip2025-05-30 11:58:415798188187,6891
pq500_60spd_neat_multireplicate_results_refined_2024-05-30_13-43-05.sky.zip2025-05-30 11:58:415798188187,6011
pq500_100spd_neat_multireplicate_results_2024-05-30_13-42-26.sky.zip2025-05-30 11:58:4157981881811,0881
pq500_60spd_neat_multireplicate_results_2024-05-30_13-41-26.sky.zip2025-05-30 11:58:4157981881811,0881
pq500_60spd_neat_multireplicate_2024-05-30_13-40-53.sky.zip2025-05-30 11:58:4157981881811,0880
hela_isolation_window_experiment_200ng.sky.zip2025-05-30 01:29:3910,365188,947223,7653,101,14818
hela_isolation_window_experiment_500ng.sky.zip2025-05-30 00:53:5310,364188,947223,7653,101,14818
hela_isolation_window_experiment_1000ng.sky.zip2025-05-29 23:15:1110,365188,947223,7653,101,14818
2025-0405-MMCC-EV-Astral-noimpute_2025-05-29_11-52-05.sky.zip2025-05-29 12:13:324,90737,54742,331335,89142
2025-0405-MMCC-EV-Actis-noimpute_2025-05-29_11-46-45.sky.zip2025-05-29 12:03:295,18541,97847,810380,07242
20240709_OBIPhA.sky.zip2025-05-16 09:25:513333723512
Swaney-IPMS-Data-DIANN_2025-05-15_11-53-43.sky.zip2025-05-15 12:02:265,18545,78152,836422,66115
Vial Comparison Post 01152025 v1 (not daily)_2025-04-29_15-52-29.sky.zip2025-04-30 21:22:2310242419
Vial Comparison Pre v2_2025-04-29_15-49-25.sky.zip2025-04-30 21:22:2310242423
ATI_Samples_2023_2025-04-26_13-39-03.sky.zip2025-04-28 10:30:1413244828042
ATI_Response_2023_2025-04-26_13-25-06.sky.zip2025-04-28 10:30:1413244828018
ATI_Samples_2022_2025-02-20_23-31-07.sky.zip2025-04-28 10:30:1012234626848
ATI_Samples_2021_2025-02-20_23-21-52.sky.zip2025-04-28 10:30:0812234626830
2023_ATIsamples_circe_2025-02-20_13-24-11.sky.zip2025-04-25 14:58:1713224325096
2022_ATIsamples_circe_2025-02-20_13-17-06.sky.zip2025-04-25 14:58:0912224325097
2021_ATIsamples_circe_2025-02-20_13-06-53.sky.zip2025-04-25 14:58:0212224325094
deamidation_localization_gS_7-18_2025-04-24_20-52-46.sky.zip2025-04-25 12:05:18144181
synthetic_heavy_gS_peptides_4-21-25_2025-04-21_16-42-22.sky.zip2025-04-25 12:05:1516116632

This data is available under the CC BY 4.0 license.