IIT Bombay Proteomics - PRM-Human COPD

IIT Bombay Proteomics - PRM-Human COPD
Meta-Analysis and DIA-MS-based Proteomic Investigation of COPD Patients and Asymptomatic Smokers in the Indian population
Data License: CC BY 4.0 | ProteomeXchange: PXD055103 | doi: https://doi.org/10.6069/7mm7-br53
  • Organism: Homo sapiens
  • Instrument: Orbitrap Fusion
  • SpikeIn: No
  • Keywords: COPD, smokers, asymptomatic smokers, healthy subjects, DIA, proteomics, Indian population
  • Lab head: Sanjeeva Srivastava Submitter: Gautam Sharma
Abstract
Chronic obstructive pulmonary disease (COPD) is the second leading cause of death in India, primarily attributed to smoking. Asymptomatic smokers can develop COPD due to a combination of genetic, environmental, and molecular factors, highlighting the importance of early detection. Data-independent acquisition mass spectrometry (DIA-MS) proteomics provides an unbiased approach to analyzing proteomic profiles. This study is the first to utilize DIA-based proteomics to examine individual serum samples from three distinct male groups: healthy individuals (n=10), asymptomatic smokers (n=10), and COPD patients (n=10). This thorough analysis identified 667 proteins with a 1% false discovery rate. Differential expression analysis revealed 40 proteins distinguishing normal from asymptomatic smokers, 88 proteins differentiating COPD from healthy individuals, and 40 proteins differentiating COPD from asymptomatic smokers. Notably, proteins such as PRDX6, ELANE, PRKCSH, PRTN3, and MNDA may help distinguish COPD from asymptomatic smokers, while ELANE, H3-3A, IGHE, SLC4A1, and SERPINA11 could differentiate COPD from healthy subjects. Pathway enrichment and protein-protein interaction analyses highlighted significant changes in hemostasis, immune system functions, fibrin clot formation, and post-translational protein modifications. Key proteins were validated through a parallel reaction monitoring assay. Our findings identify critical protein markers in COPD patients, asymptomatic smokers, and healthy individuals, providing insights for clinicians to better understand the disease’s pathobiology, enhance disease management, and improve patient quality of life
Experiment Description
The proteins identified in the proteomics data were further validated using a PRM assay. Skyline (64-bit) version 23.1.0.455 was employed to create the isolation list for protein-associated genes. The missed cleavage parameter was set to 0. For the transition parameters, the precursor charge was set to +2, while the product charges were set to +1 and +2, with y and p specified as the ion types. PRM data acquisition was performed using the Orbitrap Fusion Tribrid Mass Spectrometer (Thermo Fisher Scientific), integrated with the EASY-nLC 1200 system. One microgram of peptides was loaded onto a 50 cm analytical column (PepMap™ RSLC C18, 2 µm, 100 Å, 75 µm x 50 cm) and eluted at a flow rate of 300 nL/min using a binary buffer system consisting of 0.1% FA MS water as buffer A and 80% ACN 0.1% FA MS water as buffer B. The data acquired were analyzed with Skyline software, and the PRM spectral data were matched against the built-in spectral libraries within Skyline.
Sample Description
About 15 µL of serum was added to Pierce Top 14 Abundant Protein Depletion Spin Columns (Thermo Fisher Scientific) and incubated for 1 hour on a rotating shaker. After incubation, the depleted serum samples were eluted by centrifugation at 1500 g for 2 minutes at room temperature. The eluent was then concentrated to a quarter of its original volume using a SpeedVac. To measure protein concentration, the Bradford assay was conducted on the depleted serum samples at a 1:20 dilution. Sodium Dodecyl Sulfate–Polyacrylamide Gel Electrophoresis (SDS-PAGE) was used to visualize differential protein patterns. For in-solution digestion, 30 µg of protein from the depleted serum was utilized. The sample volume was first adjusted to 20 µL by adding 6 M urea, followed by the addition of 20 mM tris(2-carboxyethyl)phosphine (TCEP) and incubation at 37 °C for 1 hour. Next, 40 mM IAA was added, and the mixture was incubated in the dark at room temperature for 15 minutes. The pH was adjusted to 8 using 50 mM ammonium bicarbonate (ABC), added in increments until the desired pH was achieved. Trypsin digestion was carried out by adding 4 µL of trypsin (0.25 µg/µL) at a 1:30 ratio and incubating overnight at 37°C. The following day, the mixture was completely dried using a SpeedVac. The dried peptides were reconstituted in 0.1% trifluoroacetic acid (TFA) and purified using SepPak® C18 cartridges. The purification process included conditioning with a 10:90 MS water solution, equilibration with 0.1% TFA, washing with 0.1% TFA, desalting with a 5:95 MS water solution, and elution with 50% acetonitrile (ACN). The cleaned samples were completely dried again using a SpeedVac and dissolved in 15 µL of 2% ACN 0.1% formic acid (FA). Peptide quantification was performed at 205 and 280 nm before the samples were submitted for mass spectrometry analysis.
Created on 8/22/24, 9:21 PM
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Known-HMW-GS-Combination_2024-12-12_13-15-23.sky.zip2025-04-01 14:47:2614404039237
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06_Refinement-Method_Pooled-Sample_2024-12-12_13-01-05.sky.zip2025-04-01 14:47:211467671,0164
05_Potential-Marker-Peptide_SingleRuns_2024-12-12_12-53-42.sky.zip2025-04-01 14:47:1614671343,0966
04_Present-in-positive_Single-Runs_2024-12-11_10-53-50.sky.zip2025-04-01 14:47:09141022054,5446
03_Confirmation__Pooled-Sample_2024-12-11_10-46-23.sky.zip2025-04-01 14:47:06141092194,8341
02_First-Screening_Pooled-Sample_Reduced-For-Confirmation_2024-12-11_10-39-53.sky.zip2025-04-01 14:46:56141242595,7621
01_First-Screening_Pooled-Sample_2024-12-11_10-37-06.sky.zip2025-04-01 14:46:561424561213,1531
050924withassaymapcurves_2025-04-01_15-31-03.sky.zip2025-04-01 12:31:261484862
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Intra- and interday precision.sky.zip2025-03-10 14:38:04255110230618
calibration_CRP_ESDTSYVSLK.sky.zip2025-03-10 14:38:04112645
calibration_IgG3_TPLGDTTHTCPR.sky.zip2025-03-10 14:38:04112633
calibration_SAA4_EALQGVGDMGR.sky.zip2025-03-10 14:38:04112630
calibration_SAA4_FRPDGLPK.sky.zip2025-03-10 14:38:04112633
calibration_A1AG2_SDVMYTDWK.sky.zip2025-03-10 14:38:04112633
calibration_ApoA_DYVSQFEGSALGK+AKPALEDLR.sky.zip2025-03-10 14:38:041241039
calibration_A1AT-1_AVLTIDEK.sky.zip2025-03-10 14:38:04112636
calibration_IgA1_TPLTATLSK.sky.zip2025-03-10 14:38:04112636
calibration_ApoE_LGPLVEQGR.sky.zip2025-03-10 14:38:04112642
calibration_CRP-1_GYSIFSYATK.sky.zip2025-03-10 14:38:04112430
calibration_SAA2-1_LTGHGAEDSLADQAANK+GPGGAWAAEVISNAR.sky.zip2025-03-10 14:38:041241242
calibration_SAA2-1_GAEDSLADQAANK.sky.zip2025-03-10 14:38:04112648
calibration_SAA1+2_SFFSFLGEAFDGAR.sky.zip2025-03-10 14:38:04112639
calibration_SAA1+2_EANYIGSDK.sky.zip2025-03-10 14:38:04112642
calibration_A1AG1_NWGLSVYADKPETTK.sky.zip2025-03-10 14:38:04112633
calibration_CX3CL1_AQDGGPVGTELFR.sky.zip2025-03-10 14:38:04112645
calibration_CHGA_VAHQLQALR.sky.zip2025-03-10 14:38:04112639
calibration_SERPINF2_FDPSLTQR+DFLQSLK.sky.zip2025-03-10 14:38:041241248
calibration_SERPINF2-1_LGNQEPGGQTALK.sky.zip2025-03-10 14:38:04112639
calibration_B2M_VNHVTLSQPK.sky.zip2025-03-10 14:38:04112639
calibration_CAL2_DLQNFLK.sky.zip2025-03-10 14:38:04112645
calibration_SAA1_FFGHGAEDSLADQAANEWGR.sky.zip2025-03-10 14:38:04112633
calibration_A1AG2_TLMFGSYLDDEK.sky.zip2025-03-10 14:38:04112639
calibration_IgG2_GLPAPIEK.sky.zip2025-03-10 14:38:04112648
calibration_IgG_total_NQVSLTCLVK+DTLMISR.sky.zip2025-03-10 14:38:041241257
calibration_IgG1_TTPPVLDSDGSFFLYSK+GPSVFPLAPSSK.sky.zip2025-03-10 14:38:041241257
calibration_A1AT-1_FNKPFVFLMIEQNTK.sky.zip2025-03-10 14:38:04112636
calibration_IgG3_SCDTPPPCPR.sky.zip2025-03-10 14:38:04112642
calibration_MPO_QNQIAVDEIR+VVLEGGIPILR.sky.zip2025-03-10 14:38:041241242
calibration_MPO_IANVFTNAFR.sky.zip2025-03-10 14:38:04112639
calibration_CAL2_LGHPDTLNQGEFK.sky.zip2025-03-10 14:38:04112642
calibration_CAL1_ALNSIIDVYHK+GADVWFK.sky.zip2025-03-10 14:38:041241239
calibration_IgG4_TTPPVLDSDGSFFLYSR+GLPSSIEK.sky.zip2025-03-10 14:38:041241239
calibration_KNG1_QVVAGLNFR.sky.zip2025-03-10 14:38:041121042
calibration_KNG1_TVGSDTFYSFK+YFIDFVAR.sky.zip2025-03-10 14:38:041242048
calibration_AMBP_GVCEETSGAYEK+ETLLQDFR.sky.zip2025-03-10 14:38:041242048
calibration_LBP_ITLPDFTGDLR+LAEGFPLPLLK.sky.zip2025-03-10 14:38:041241848
calibration_CST3_ALDFAVGEYNK.sky.zip2025-03-10 14:38:04112848
calibration_A2M_AIGYLNTGYQR.sky.zip2025-03-10 14:38:04112645
calibration_A2M_NEDSLVFVQTDK.sky.zip2025-03-10 14:38:04112639
calibration_HP_TEGDGVYTLNNEK+VGYVSGWGR.sky.zip2025-03-10 14:38:031241245
calibration_CHGA_ELQDLALQGAK.sky.zip2025-03-10 14:38:03112648
calibration_SAA4_GPGGVWAAK.sky.zip2025-03-10 14:38:03112648
calibration_A1AG1_YVGGQEHFAHLLILR+TYMLAFDVNDEK.sky.zip2025-03-10 14:38:031241251
calibration_A1AG2_EHVAHLLFLR.sky.zip2025-03-10 14:38:03112442
calibration_A1AG1+2_WFYIASAFR.sky.zip2025-03-10 14:38:03112645
calibration_A1AT_SVLGQLGITK.sky.zip2025-03-10 14:38:03112639
calibration_A1AT_LSITGTYDLK+FLENEDR.sky.zip2025-03-10 14:38:031241251
Intra- and interday precision_part 2.sky.zip2025-03-07 14:34:0212234613818
Intra- and interday precision_part 1.sky.zip2025-03-07 14:34:0214285616818
Long-term QC_digested plasma.sky.zip2025-03-07 14:34:0214234613629
calibration_SAA1_FFGHGAEDSLADQAANEWGR.sky.zip2025-03-07 14:34:02112636
calibration_A1AG2_TLMFGSYLDDEK.sky.zip2025-03-07 14:34:02112636
calibration_IgG_total_NQVSLTCLVK+DTLMISR.sky.zip2025-03-07 14:34:021241260
calibration_IgG2_GLPAPIEK.sky.zip2025-03-07 14:34:02112651
calibration_IgG1_TTPPVLDSDGSFFLYSK+GPSVFPLAPSSK.sky.zip2025-03-07 14:34:021241260
calibration_A1AT-1_FNKPFVFLMIEQNTK.sky.zip2025-03-07 14:34:02112639
calibration_CAL2_LGHPDTLNQGEFK.sky.zip2025-03-07 14:34:02112551
calibration_MPO_VVLEGGIDPILR.sky.zip2025-03-07 14:34:02112648
calibration_MPO_QNQIAVDEIR.sky.zip2025-03-07 14:34:02112651
calibration_MPO_IANVFTNAFR.sky.zip2025-03-07 14:34:02112645
calibration_CAL1_ALNSIIDVYHK+GADVWFK.sky.zip2025-03-07 14:34:021241251
calibration_ApoE_LGPLVEQGR.sky.zip2025-03-07 14:34:02112651
calibration_SAA2-1_GPGGAWAAEVISNAR.sky.zip2025-03-07 14:34:02112639
calibration_SAA2-1_GAEDSLADQAANK+LTGHGAEDSLADQAANK.sky.zip2025-03-07 14:34:021241251
calibration_SAA1+2_EANYIGSDK.sky.zip2025-03-07 14:34:02112648
calibration_CRP_ESDTSYVSLK.sky.zip2025-03-07 14:34:02112651
calibration_IgG3_SCDTPPPCPR.sky.zip2025-03-07 14:34:02112651
calibration_IgG4_GLPSSIEK.sky.zip2025-03-07 14:34:02112651
calibration_IgG4_TTPPVLDSDGSFFLYSR.sky.zip2025-03-07 14:34:02112648
calibration_CX3CL1_AQDGGPVGTELFR.sky.zip2025-03-07 14:34:02112651
calibration_SERPINF2_FDPSLTQR+DFLQSLK.sky.zip2025-03-07 14:34:021241248
calibration_SERPINF2-1_LGNQEPGGQTALK.sky.zip2025-03-07 14:34:02112651
calibration A1AT-1_AVLTIDEK.sky.zip2025-03-07 14:34:02112645
calibration_SAA4_FRPDGLPK.sky.zip2025-03-07 14:34:02112642
calibration_ApoA_AKPALEDLR.sky.zip2025-03-07 14:34:02112845
calibration_ApoA_DYVSQFEGSALGK.sky.zip2025-03-07 14:34:02112633
calibration_IgA1_TPLTATLSK.sky.zip2025-03-07 14:34:02112645
calibration_KNG1_QVVAGLNFR.sky.zip2025-03-07 14:34:02112639
calibration_KNG1_TVGSDTFYSFK+YFIDFVAR.sky.zip2025-03-07 14:34:021241242
calibration_CST3_ALDFAVGEYNK.sky.zip2025-03-07 14:34:02112442
calibration_AMBP_GVCEETSGAYEK+ETLLQDFR.sky.zip2025-03-07 14:34:021241242
calibration_LBP_ITLPDFTGDLR+LAEGFPLPLLK.sky.zip2025-03-07 14:34:021241242
calibration_B2M_VNHVTLSQPK.sky.zip2025-03-07 14:34:02112642
calibration_A2M_NEDSLVFVQTDK+AIGYLNTGYQR.sky.zip2025-03-07 14:34:021241239
calibration_HP_TEGDGVYTLNNEK+VGYVSGWGR.sky.zip2025-03-07 14:34:021241236

The following parameters were used to build the Prosit library (Human_COPD_18042024.blib) in Skyline:
NCE = 27