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Scaffold 4

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Scaffold 4 is a software tool designed for the analysis and visualization of mass spectrometry data. It provides a platform for the identification and quantification of proteins and peptides from complex biological samples.

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92 protocols using scaffold 4

1

Proteomic Analysis of Circulating EVs

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The method for isolating EVs from serum was described above. We randomly picked up 3 subjects from the 11 subjects with elevated circulating EV numbers at T0 compared to pre-HIIT-Ex. Briefly, circulating EVs were isolated from an equal amount (500 μl) of plasma between samples via qEV columns (Izon Science) according to the manufacturer’s instruction. Fractions 6–10 were collected from the columns, and EVs were precipitated using trichloroacetic acid, followed by reduction, alkylation with iodoacetamide, and trypsinization using an equal amount of protein between samples. Samples were separated using nano-LC-MS/MS, EASY-nLC 1200 (Thermo Fisher Scientific), and Q Exactive Plus (Thermo Fisher Scientific) at APRO Science Institute (Tokushima, Japan). Data were analyzed using Scaffold4 (Proteome Software, Portland, OR, United States) against the SwissProt database at APRO Science Institute. Quantitative value (normalized total spectra) on Scaffold4 (Proteome software Inc., Portland, OR, United States) was used for heatmap and protein interactions, which were generated using Heatmapper software (Babicki et al., 2016 (link)) and STRING v11.0 software (Szklarczyk et al., 2019 (link)), respectively.
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2

Proteomic Analysis of Gel-Separated Proteins

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Gel pieces were processed as described previously [28 (link)]. The bands were then reduced with 5 mM DTT, alkylated with 15 mM iodoacetamide, and digested with sequencing-grade trypsin (Promega) in 40 mM Tris pH 8.0. Peptides were extracted using 50% ACN and 5% formic acid followed by separation by reversed-phase chromatography on Acclaim PepMap100 C18 column (Thermo Scientific). The separated peptides were ionized with the Nanospray Flex Ion Source (Thermo Scientific) and introduced into a Fusion mass spectrometer (Thermo Scientific).
Data were analyzed using Proteome Discoverer 2.1 (Thermo Scientific). The Uniprot_Hum_Compl_20170714 database was used, and a reverse decoy protein database was run to eliminate false discovery. The results were introduced into Scaffold 4.8 (Proteome Software) for distribution. Lowest protein identification odds were set at ≥99.0% with 2 unique peptides at ≥99.0% minimum peptide identification probability.
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3

Quantifying Retinal G-Protein Subunits

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For quantification of rod outer segment content of Gαt and Gβ1 subunits and comparative analysis of retinal morphology, data are presented as the mean ± SD. All statistical analyses were performed with GraphPad Prism 7.04. Morphologic data were analyzed using the nonparametric Mann–Whitney U test, and results were considered statistically significant at p < 0.05. For the MS identification of G-protein γ-subunits present in rod outer segments, Mascot data were imported into Scaffold 4.8 (Proteome Software) to merge all of the data for a sample represented by multiple gel bands, to estimate a confidence score for protein identification, and to perform a relative protein quantification based on the sum of intensities of the constituent peptides.
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4

Trypsin-Digestion and Nano-LC-MS/MS Analysis

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The proteins were digested with trypsin following the Filter-Aid Sample Preparation (FASP) protocol [38] (link). Peptides were analysed by using a nano-LC-ESI-MS/MS maXis Impact UHR-TOF (Bruker, Bremen, Germany) coupled with a nanoLC UltiMate 3000 (Thermo). The digests were separated by reverse-phase liquid chromatography using a 75 µm X 250 mm reverse phase Thermo column (Acclaim PepMap 100 C18) in an Ultimate 3000 liquid chromatography system. Mobile phase A was 95% water/5% acetonitrile with 0.1% formic acid, while mobile phase B was 20% water/80% acetonitrile with 0.1% formic acid. The digest (18 µl) was injected, and the organic content of the mobile phase was linearly increased for 90 min from 5% B to 40% B, and from 40% B to 100% B in 10 more minutes. The column effluent was connected to a Captive Spray (Bruker). Peak lists
(1) Total activity from step n Total activity from first step .100
(2) Specific activity from step n Specific activity from first step were created using DataAnalysis 4.2 (Bruker) and searched against the Aphidoidea database (from NCBInr) with an automatic decoy database search. Scaffold 4.8 (Proteome Software) was used to validate the MS/MS protein identification based on peptides.
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5

Proteomic Analysis of Extracellular Vesicles

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EVs (10 μg of total protein, quantified by BCA protein assay kit; Thermo Fisher) were obtained from MC38 cells, as described above. The sample was processed as previously described29 (link). Peptides were desalted using StageTips and dried in a vacuum concentrator. For LC-MS/MS analysis, the peptides were separated by reverse phase chromatography on a Dionex Ultimate 3000 RSLC nano UPLC system connected in-line with an Orbitrap Elite (Thermo Fisher Scientific). Database search was performed using Mascot 2.5 (Matrix Science) and SEQUEST in Proteome Discoverer v.1.4. against a murine Uniprot protein database. Data were further processed and inspected in ScaffoldTM 4.8.4 (Proteome Software). Two independent analyses were performed on one EV preparation.
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6

Extracellular Vesicle Proteomic Profiling

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EVs (17 μg) of PTX- or CREMO-treated 4T1 cells were directly analysed by LC-MS/MS. EV-derived proteins of MDA-MB-231 cells (1 μg) or human plasma (1 μg) were first resolved on a denaturing 4-12% polyacrylamide gradient gel. Gel slices were excised in the area predicted to contain ANXA6 (ranging from 60 to 85 kDa) to elute proteins for LC-MS/MS.
To perform LC-MS/MS, we applied a previously published procedure 68 (link). Briefly, peptides were desalted using StageTips, dried in a vacuum concentrator, and separated by reverse phase chromatography using a Dionex Ultimate 3000 RSLC nano UPLC system connected in-line with an Orbitrap Elite (Thermo Fisher Scientific). Database search was performed using Mascot 2.5 (Matrix Science) and SEQUEST in Proteome Discoverer v.1.4. against a murine or human Uniprot protein database. Data were further processed and inspected in ScaffoldTM 4.8.4 (Proteome Software); quantitative values normalized to total spectra were used to compare the proteomic profiles.
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7

Proteomic Analysis of Extracellular Vesicles

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EVs (10 μg of total protein, quantified by BCA protein assay kit; Thermo Fisher) were obtained from MC38 cells, as described above. The sample was processed as previously described29 (link). Peptides were desalted using StageTips and dried in a vacuum concentrator. For LC-MS/MS analysis, the peptides were separated by reverse phase chromatography on a Dionex Ultimate 3000 RSLC nano UPLC system connected in-line with an Orbitrap Elite (Thermo Fisher Scientific). Database search was performed using Mascot 2.5 (Matrix Science) and SEQUEST in Proteome Discoverer v.1.4. against a murine Uniprot protein database. Data were further processed and inspected in ScaffoldTM 4.8.4 (Proteome Software). Two independent analyses were performed on one EV preparation.
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8

Mass Spectrometry Analysis of Akt1 Interactors

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For mass spectrometry analysis, anti-HA immunoprecipitations (IP) were performed with the whole cell lysates derived from three 10 cm dishes of HEK293 cells co-transfected with Flag-SETDB1 and HA-Akt1. The IP proteins were resolved by SDS-PAGE, and identified by Coomassie staining. The band containing Akt1 was reduced with 10 mM DTT for 30 minutes, alkylated with 55 mM iodoacetamide for 45 minutes, and in-gel-digested with trypsin enzymes. The resulting peptides were extracted from the gel and analyzed by microcapillary reversed-phase (C18) liquid chromatography-tandem mass spectrometry (LC-MS/MS), using a high resolution QExactive HF Orbitrap (Thermo Fisher Scientific) in positive ion DDA mode (Top 8) via higher energy collisional dissociation (HCD) coupled to a Proxeon EASY-nLc II nano-HPLC 60 (link). MS/MS data were searched against the Uniprot Human protein database (version 20151209 containing 21,024 entries) using Mascot 2.5.1 (Matrix Science) and data analysis was performed using the Scaffold 4.4.8 software (Proteome Software). Peptides and modified peptides were accepted if they passed a 1% FDR threshold.
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9

Mass Spectrometry Analysis of Akt1 Interactors

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For mass spectrometry analysis, anti-HA immunoprecipitations (IP) were performed with the whole cell lysates derived from three 10 cm dishes of HEK293 cells co-transfected with Flag-SETDB1 and HA-Akt1. The IP proteins were resolved by SDS-PAGE, and identified by Coomassie staining. The band containing Akt1 was reduced with 10 mM DTT for 30 minutes, alkylated with 55 mM iodoacetamide for 45 minutes, and in-gel-digested with trypsin enzymes. The resulting peptides were extracted from the gel and analyzed by microcapillary reversed-phase (C18) liquid chromatography-tandem mass spectrometry (LC-MS/MS), using a high resolution QExactive HF Orbitrap (Thermo Fisher Scientific) in positive ion DDA mode (Top 8) via higher energy collisional dissociation (HCD) coupled to a Proxeon EASY-nLc II nano-HPLC 60 (link). MS/MS data were searched against the Uniprot Human protein database (version 20151209 containing 21,024 entries) using Mascot 2.5.1 (Matrix Science) and data analysis was performed using the Scaffold 4.4.8 software (Proteome Software). Peptides and modified peptides were accepted if they passed a 1% FDR threshold.
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10

Oxidative Modification Analysis of PDK1

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For mass spectrometry analysis, bacterially purified GST‐PDK1 was used for in vitro oxidative assays in the presence/absence of copper, and the resulting products were subjected for mass spectrometry analysis. The band containing PDK1 was reduced with 10 mm DTT for 30 min, alkylated with 55 mm iodoacetamide for 45 min, and in‐gel‐digested with trypsin enzymes. The resulting peptides were extracted from the gel and analyzed by microcapillary reversed‐phase (C18) LC‐MS/MS), using a high resolution QExactive HF Orbitrap (Thermo Fisher Scientific) in positive ion DDA mode (Top 8) via higher energy collisional dissociation (HCD) coupled to a Proxeon EASY‐nLc II nano‐HPLC.[57 (link)
] MS/MS data were searched against the Uniprot Human protein database (version 20151209 containing 21 024 entries) using Mascot 2.5.1 (Matrix Science) and data analysis was performed using the Scaffold 4.4.8 software (Proteome Software). Peptides and modified peptides were accepted if they passed a 1% FDR threshold.
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