Abstract
CID-MS/MS cleavable cross-linkers hold an enormous potential for an automated analysis of cross-linked products, which is essential for conducting structural proteomics studies. The created characteristic fragment ion patterns can easily be used for an automated assignment and discrimination of cross-linked products. To date, there are only a few software solutions available that make use of these properties, but none allows for an automated analysis of cleavable cross-linked products. The MeroX software fills this gap and presents a powerful tool for protein 3D-structure analysis in combination with MS/MS cleavable cross-linkers. We show that MeroX allows an automatic screening of characteristic fragment ions, considering static and variable peptide modifications, and effectively scores different types of cross-links. No manual input is required for a correct assignment of cross-links and false discovery rates are calculated. The self-explanatory graphical user interface of MeroX provides easy access for an automated cross-link search platform that is compatible with commonly used data file formats, enabling analysis of data originating from different instruments. The combination of an MS/MS cleavable cross-linker with a dedicated software tool for data analysis provides an automated workflow for 3D-structure analysis of proteins. MeroX is available at www.StavroX.com.
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Acknowledgments
This work is supported by the DFG (projects Si 867/13-1 to A.S. and SCHA 871/7-1 to M.S.) and the region of Saxony-Anhalt. M.G. is funded by the DFG (FOR855 “Cytoplasmic regulation of gene expression” and GRK1591 “Post-transcriptional control of gene expression-mechanisms and role in pathogenesis”). Francesco Falvo is acknowledged for synthesizing the urea-linker and the azo-linker, Dr. Olaf Jahn is acknowledged for synthesizing the skMLCK peptide. Dennis Glaser is acknowledged for performing the cross-linking reactions with the azo-linker. M.G. is indebted to Professor Elmar Wahle for continuous support.
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Michael Götze and Jens Pettelkau contributed equally to this work.
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Supplementary Figure S1
SDS-PAGE analysis of GCAP-2 cross-linking reaction mixtures with the urea-linker. The cross-linking reactions were carried out in the presence (1 mM CaCl2) or in the absence (10 mM EGTA) of Ca2+. Reaction times (30, 60 min) are indicated. Marked bands were excised from the gel, digested, and analyzed by MS/MS. (DOC 5096 kb)
Supplementary Figure S2
Presentation of results by MeroX. CID fragment ion mass spectra (nano-HPLC/nano-ESI-LTQ-Orbitrap MS/MS) of (A) a doubly charged precursor ion at m/z 792.8996; (B) a triply charged precursor ion at m/z 528.9352, presenting a cross-link within GCAP-2 between Lys-178 (α-peptide, aa 177 to 182) and Lys-200 (β-peptide, aa 200-204), recorded during LC/MS analysis at 63.3-63.5 min, after reaction with the urea cross-linker (1 mM CaCl2, 30 min reaction time). Linker-specific peptide fragments modified with a butyric acid molecule are marked as Buα and Buβ, fragments modified with an isocyanate are marked as BuUrα and BuUrβ (highlighted in yellow). Backbone fragments are not labeled. (DOC 259 kb)
Supplementary Figure S3
Presentation of results by MeroX. CID fragment ion mass spectra (nano-HPLC/nano-ESI-LTQ-Orbitrap MS/MS) of (A) a doubly charged precursor ion at m/z 934.4962; (B) a triply charged precursor ion at m/z 623.3329, presenting a cross-link within GCAP-2 between Lys-129 (α-peptide, aa 129 to 136) and Lys-126 (β-peptide, aa 123-128), recorded during LC/MS analysis at 59.4-59.5 min, after reaction with the urea cross-linker (1 mM CaCl2, 30 min reaction time). Linker-specific peptide fragments modified with a butyric acid molecule are marked as Buα and Buβ, fragments modified with an isocyanate are marked as BuUrα and BuUrβ (highlighted in yellow). Backbone fragments are not labeled. (DOC 252 kb)
Supplementary Figure S4
Presentation of results by MeroX. CID fragment ion mass spectra (nano-HPLC/nano-ESI-LTQ-Orbitrap MS/MS) of (A) a doubly charged precursor ion at m/z 785.9537; (B) a triply charged precursor ion at m/z 524.3046, presenting a cross-link within GCAP-2 between Lys-126 (α-peptide, aa 123 to 128) and Lys-29 (β-peptide, aa 27-30), recorded during LC/MS analysis at 49.3-49.4 min, after reaction with the urea cross-linker (10 mM EGTA, 30 min reaction time). Linker-specific peptide fragments modified with a butyric acid molecule are marked as Buα and Buβ, fragments modified with an isocyanate are marked as BuUrα and BuUrβ (highlighted in yellow). Backbone fragments are not labeled. (DOC 258 kb)
Supplementary Figure S5
Presentation of results by MeroX. CID fragment ion mass spectra (nano-HPLC/nano-ESI-LTQ-Orbitrap MS/MS) of (A) a doubly charged precursor ion at m/z 942.5339; (B) a triply charged precursor ion at m/z 628.6912, presenting a cross-link within GCAP-2 between Lys-126 (α-peptide, aa 123 to 129) and Lys-106 (β-peptide, aa 103-108), recorded during LC/MS analysis at 40.4-40.5 min, after reaction with the urea cross-linker (1 mM CaCl2, 30 min reaction time). Linker-specific peptide fragments modified with butyric acid are marked as Buα and Buβ, fragments modified with an isocyanate are marked as BuUrα and BuUrβ (highlighted in yellow). Backbone fragments are not labeled. (DOC 254 kb)
Supplementary Figure S6
Fragment ion mass spectra of a precursor ion at m/z 954.4735 identified as CaM peptide (aa 22-37) modified with a partially hydrolyzed urea-based cross-linker molecule at Lys-31, which was detected during an LC/MS analysis at 64.8 min. (A) Manual annotation. M presents the mass of the unmodified peptide. (B) Annotation by MeroX. Fragments modified with butyric acid are marked with “+ Bu”, fragments modified with an isocyanate are marked with “+ BuUr”. (DOC 722 kb)
Supplementary Figure S7
Fragment ion mass spectra of a doubly charged precursor ion at m/z 985.4812 presenting a cross-link between CaM linked at Lys-77 (α-peptide, aa 76 to 86) and the skMLCK peptide linked at Lys-20 (β-peptide, aa 19-21), recorded in an LC/MS analysis at 31.8 min, after reaction with the urea-based cross-linker. (A) Manual annotation. Fragment ions of the α-peptide are shown in blue, fragment ions of the β-peptide are shown in red. M presents the mass of the cross-link product. (B) Annotation by MeroX. Fragments modified with γ-aminobutyric acid are marked with “+ Bu”, fragments modified with an isocyanate are marked with “+ BuUr”. The nomenclature of fragment ions is based on Schilling et al [53]. (DOC 625 kb)
Supplementary Figure S8
(A) Structure and MS/MS fragmentation of the cross-linker DSP. (B) Fragment ion mass spectra (nano-HPLC/MALDI-TOF/TOF-MS/MS) of a singly charged precursor ion at m/z 2439.1062, presenting a cross-link within GCAP-2 between Lys-50 (α-peptide, aa 48 to 62) and Lys-46 (β-peptide, aa 45-47). Linker-specific peptide fragments are marked as DT, DTSH, and DTSSH (highlighted in yellow); backbone fragments are also labeled by MeroX. (DOC 826 kb)
Supplementary Figure S9
(A) Structure and MS/MS fragmentation of the azo-linker. (B) Fragment ion mass spectra (nano-HPLC/nano-ESI-LTQ-Orbitrap MS/MS) of a triply charged precursor ion at m/z 606.6373, presenting a cross-link within GCAP-2 between Lys-50 (α-peptide, aa 48 to 56) and Lys-46 (β-peptide, aa 45-47). Linker-specific peptide fragments modified are marked as precursor (-28), corresponding to the loss of N2 (highlighted in green), Az1 and Az2 (highlighted in yellow); backbone fragments are also labeled by MeroX. (DOC 991 kb)
Supplementary Figure S10
Fragment ion mass spectra (nano-HPLC/ MALDI-TOF/TOF-MS/MS) of (A) a singly charged precursor ion at m/z 938.4428, presenting a peptide modified with a hydrolyzed urea-linker within GCAP-2 at Lys-29 (α-peptide, aa 27 to 30); “h” denotes a hydrolyzed urea-linker; (B) a singly charged precursor ion at m/z 1269.7227, presenting a cross-link within GCAP-2 between Lys-29 (α-peptide, aa 27 to 30) and Lys-46 (β-peptide, aa 45 to 47). Linker-specific peptide fragments modified with butyric acid are marked as Buα and Buβ, fragments modified with an isocyanate are marked as BuUrα and BuUrβ (highlighted in yellow). Backbone fragments are also labeled. (DOC 1077 kb)
Supplementary Table S1A
Identified GCAP-2 peptides modified by a partially hydrolyzed linker molecule (“dead-end” cross-link) (A) in the presence of 1 mM CaCl2; (B) in the presence of 10 mM EGTA. (DOC 51 kb)
Supplementary Table S1B
Identified interpeptide cross-links within GCAP-2 (A) in the presence of 1 mM CaCl2; (B) in the presence of 10 mM EGTA. (DOC 66 kb)
Supplementary Table S2A
Identified CaM peptides and skMLCK peptides modified with a partially hydrolyzed linker molecule (“dead-end” cross-link). (DOC 342 kb)
Supplementary Table S2B
Identified interpeptide cross-links within the CaM/skMLCK complex. (DOC 332 kb)
Supplementary Table S3
CaM/skMLCK peptides modified with partially hydrolyzed linker molecule (DOC 68 kb)
Supplementary Table S4
Identified cross-links within the CaM/skMLCK complex (DOC 370 kb)
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Götze, M., Pettelkau, J., Fritzsche, R. et al. Automated Assignment of MS/MS Cleavable Cross-Links in Protein 3D-Structure Analysis. J. Am. Soc. Mass Spectrom. 26, 83–97 (2015). https://doi.org/10.1007/s13361-014-1001-1
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DOI: https://doi.org/10.1007/s13361-014-1001-1