iTRAQ labeling with two 8-plex iTRAQ kits was performed in the Proteomic facility of the Institute of Biomedicine of Seville using their standard protocols. Individual liver samples were isolated in urea lysis buffer (8 M urea, 25 mM Tris, 100 mM NaCl, 25 mM NaF, 10 mM Na
4P
2O
7, 50 mM β-glycerophospate, 1 mM Na
3VO
4, 1:100 protease inhibitors, and 1:100 deacetylase inhibitors, pH 8). Samples were sonicated for 10 s and centrifuged at 20,000 ×
g for 15 min at 4 °C. The supernatant was harvested and stored at −80 °C. Then, samples were reduced with 50 mM tris-(2-carboxyethyl)phosphine (AB Sciex) at 60 °C for 1 h with shaking and were subsequently alkylated using 200 mM S-methyl methanethiosulfonate (AB Sciex) for 30 min at room temperature. Samples were then trypsinized at 37 °C in a 10:1 ratio (w/w) of substrate/enzyme in a water bath overnight (Promega). Then, samples were speed-vac dried. The iTRAQ-labeling assay was conducted according to the manufacturer’s instructions (iTRAQ 8-plex, AB Sciex). Briefly, peptides were reconstituted in 1 M triethylammonium bicarbonate (Sigma-Aldrich St. Louis, MO, USA), 0.05% SDS, 1:100 phosphatase inhibitor cocktail, 1:100 protease inhibitor cocktail, and 0.002% benzonase (Novagen, Argentina) and labeled with one isobaric amine-reactive tag. After 2 h of incubation, labeled samples were pooled, dried at 45 °C, and stored overnight at 4 °C. iTRAQ-labeled samples were desalted using Oasis HLB C18 cartridges (Waters, Milford, MA, USA) and dried using a vacuum centrifuge. Peptides were then prefractionated using MCX Oasis columns (Waters) and increasing concentrations (50–2000 mM) of ammonium formate. Fractions were collected, individually washed using C18 cartridges, and dried. Peptides from each fraction were separated using nano-liquid chromatography (nano LC 1000, Thermo Scientific) and analyzed by means of nano-electrospray ionization (Proxeon Biosystems, Odense, Denmark) connected to a Q Exactive Plus Orbitrap mass spectrometer (Thermo Scientific). Briefly, 13 µl of each fraction was loaded, preconcentrated, and washed in an Acclaim PepMap (75 µm × 2 cm, nanoViper, C18, 3 µm, 100 Å) precolumn (Thermo Scientific). Peptides were separated in an analytical column (75 µm × 15 cm, nanoViper, C18, 2 µm, 100 Å, Acclaim PepMap RSLC) for 240 min at 200 nL/minute (Thermo Scientific). Peptides were eluted with a gradient of buffer A (0.1% formic acid, 100% H
2O) to buffer B (0.1% formic acid, 100% acetonitrile). The Q Exactive system was used for MS/MS analysis in the positive ion and information-dependent acquisition mode. Proteins were identified and quantified using Proteome Discoverer (v2.1, Thermo Fisher Scientific), using three embedded search nodes; Mascot
72 (link) (v2.5.1), Sequest HT (Thermo Fisher Scientific), and MS Amanda
73 (link) (v2.1.5) search algorithms. The Percolator algorithm was used to calculate the false discovery rate (FDR) of peptide spectrum matches, set to a
q-value of 0.05
74 (link). Entrez labels and gene names were retrieved with the R interface to Uniprot web services R package version 2.20.0. Raw counts were normalized using the weighted trimmed mean of M-values method
75 (link), and the batch effect for the two iTRAQ experiments was removed using ComBat
76 (link). The contrast between different conditions was carried out with the quasi-likelihood test implemented in edgeR
77 (link). Raw data are accessible at 10.5281/zenodo.6140992.
Sola-García A., Cáliz-Molina M.Á., Espadas I., Petr M., Panadero-Morón C., González-Morán D., Martín-Vázquez M.E., Narbona-Pérez Á.J., López-Noriega L., Martínez-Corrales G., López-Fernández-Sobrino R., Carmona-Marin L.M., Martínez-Force E., Yanes O., Vinaixa M., López-López D., Reyes J.C., Dopazo J., Martín F., Gauthier B.R., Scheibye-Knudsen M., Capilla-González V, & Martín-Montalvo A. (2023). Metabolic reprogramming by Acly inhibition using SB-204990 alters glucoregulation and modulates molecular mechanisms associated with aging. Communications Biology, 6, 250.