Quantitative Proteomics of Medium-Sized Extracellular Vesicle (MEV) -Enriched Plasma of Lacunar Infarction for the Discovery of Prognostic Biomarkers

This shortlist provides ratios of plasma MEV-enriched protein abundances of lacunar infarction (LACI) patients with various outcome measures (NAO - no adverse outcome, RVE - recurrent vascular event, CD - cognitive decline) when compared to matched healthy control (HC) subjects. The data was generated by an 4-plex iTRAQ experiment on MEV-enriched pooled plama samples obtained from the above 4 groups of subjects. 

Sample collection and clinical Information: The basline plasma samples of a total of 45 LACI patients were obtained from the cognitive sub-study of European Australasian Stroke Prevention in Reversible Ischemia Trial (ESPRIT-cog). Patients were eligible if they were within 6 months of a LACI. The control plasma was obtained from demographically matched 17 healthy subjects recruited at the same site. All patients underwent a neuropsychological test battery to determine their cognitive status to exclude any patients with dementia at the baseline. Data on various baseline risk factors were collected. All subjects were followed up annually for up to 5 yrs to monitor for the occurrence of any vascular event or for a change in the baseline cognitive status. For RVE group (n=11), the patients had stroke, peripheral artery disease, intracranial bleeds, or any cardiac ischemia (stable and unstable angina, myocardial infarctions) or death from any of the above. For CD group (n=15), the cognitive status of these patients declined from the respective baseline status during follow-up visits. For NAO group (n=19), patients did not suffer a recurrent vascular event or cognitive decline. The plasma samples were pooled group-wise before isolation of MEV-enriched samples.(PMID: 24752076)

Brief proteomics method: MEV-enriched samples were obtained by combining 12000g and 30000g fractions. The samples (83 µg/group) were redcued, alkylated and digested in-gel overnight with sequencing-grade modified trypsin (12.5 ng/µl). The peptides were labeled with 4-plex iTRAQ reagents. The labeled peptides were combined, desalted, and fractionated off-line into 34 fractions with Electrostatic Repulsion and Hydrophilic Interaction Chromatography. Protein mass spectrometry was performed on individual fractions with QSTAR Elite Hybrid MS. Analyst QS 2.0 software (Applied Biosystems) was used for the spectral data acquisition. (PMID: 26966714)

Data analysis: ProteinPilot Software 3.0 (Applied Biosystems) was used for the peak list generation, protein identification and quantification against the concatenated target-decoy Uniprot human database (191242 sequences). The false discovery rate (FDR) of peptide identification was set to be less than 1%. The dataset was corrected for bias and background in ProteinPilot. Protein identification score, number of 95% confident peptides detected for each protein, and %sequence coverage attained by 95% confident peptides are presented for each protein under identification parameters. A total of 146 out 573 proteins were significantly altered based on the dual criteria: |Log2(ratio)|>0.58 and (-log10(p-value))>1.30. Using additional filters such as favorable GO terms, direction of alterations, 63 proteins out of 146 are shortlisted as potential LACI biomarkers. The log ratios of altered proteins are color-coded: increased, Red; decreased, Blue.

GO term abbreviation: OGD, Oxygen Glucose Deprivation; C, Coagulation; E, Endothelium; V, Vesicle; In, Inflammation; Br, Brain-linked; Ox, Oxidation; Com, Complement

Reference: Datta, A., Chen, C., Gao, Y. G., and Sze, S. K. (2022) Int. J. Mol. Sci. 23, 11670

The website was created by Arnab Datta. Please contact Arnab Datta at arnabdattaju@gmail.com, arnabdatta@yenepoya.edu.in or Siu Kwan Sze at nsze@brocku.ca for comments or questions.

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LACI Biomarker Shortlist

Gene Symbol Accession Protein Name Identification Parameters NAO/HC RVE/HC CD/HC GO Term
Protein Score %Cov(95) Peptides (95%) Log2(ratio) P-Value Log2(ratio) P-Value Log2(ratio) P-Value
FLII Q13045 Protein flightless-1 homolog  4.6 1.9 2 -0.58 0.339 -2.11 0.040 -2.86 0.029  
DYNC1H1 Q14204 Cytoplasmic dynein 1 heavy chain 1  6.9 0.4 2 -0.40 0.312 -0.98 0.050 -1.04 0.023 V, Br
AP2B1 P63010-2 Isoform 2 of AP-2 complex subunit beta  7.1 2.7 3 -0.57 0.230 -2.13 0.016 -1.01 0.140 E, V, Br
BCHE P06276 Cholinesterase  7.2 7.0 3 -0.12 0.365 2.18 0.014 2.39 0.008  
UBA52 P62987 Ubiquitin-60S ribosomal protein L40  7.4 29.7 3 -0.36 0.359 -1.54 0.036 -0.53 0.258 OGD, V
MYLK Q15746-5 Isoform 4 of Myosin light chain kinase, smooth muscle  8.0 2.2 4 -0.47 0.413 -1.67 0.021 -1.77 0.027  
CANX P27824-2 Isoform 2 of Calnexin  8.3 8.0 4 -0.44 0.192 -2.39 0.016 -2.03 0.127 V, Br
KLKB1 H0YAC1 Plasma kallikrein (Fragment)  8.4 6.7 4 -0.58 0.258 -0.50 0.543 1.09 0.043 C
KIF2A O00139-4 Isoform 4 of Kinesin-like protein KIF2A  8.4 6.5 4 -0.53 0.197 -1.99 0.017 -1.38 0.050 V
SLC2A1 P11166 Solute carrier family 2, facilitated glucose transporter member 1  10.6 13.2 6 1.04 0.079 -2.75 0.010 -1.00 0.128 OGD, Br
DIAPH1 A0A0G2JH68 Protein diaphanous homolog 1  10.9 5.0 5 -0.33 0.294 -2.10 0.001 -1.74 0.003 V
IQGAP2 Q13576 Ras GTPase-activating-like protein IQGAP2  10.9 1.8 3 0.25 0.051 -1.10 0.002 -2.02 0.001 V
PIGR P01833 Polymeric immunoglobulin receptor  11.3 10.9 6 -0.88 0.482 1.14 0.062 1.70 0.026 In
PECAM1 P16284-6 Isoform Delta15 of Platelet endothelial cell adhesion molecule  11.6 10.0 5 -0.45 0.387 -1.21 0.035 -1.61 0.019 E, V
GANAB Q14697 Neutral alpha-glucosidase AB  11.7 9.7 6 -0.53 0.162 -1.25 0.012 -1.50 0.005  
PROS1 P07225 Vitamin K-dependent protein S  11.9 10.8 6 -0.13 0.375 1.16 0.029 1.24 0.027 C, V
HPR A0A0A0MRD9 Haptoglobin-related protein  12.3 55.5 39 -2.50 0.283 1.04 0.167 2.50 0.040 In
HSP90B1 P14625 Endoplasmin  13.4 9.2 6 -0.68 0.099 -2.68 0.001 -1.59 0.004 OGD, V
ADD1 P35611-3 Isoform 3 of Alpha-adducin  13.4 9.8 6 0.39 0.141 -1.85 0.036 0.00 0.716 E, Br
FLOT2 E7EMK3 Flotillin-2  14.2 18.0 7 -0.35 0.373 -1.54 0.007 -0.62 0.111 V, Br
APOH P02749 Beta-2-glycoprotein 1  14.5 28.1 12 -0.27 0.367 -2.76 0.002 -1.75 0.007 C, E
VASP P50552 Vasodilator-stimulated phosphoprotein  15.0 19.7 7 -0.64 0.378 -3.36 0.002 -1.42 0.024  
VTN P04004 Vitronectin  17.5 20.9 13 -0.23 0.265 -1.82 0.003 -0.78 0.195 C, E, In
CAT P04040 Catalase  17.6 22.8 8 0.61 0.046 -0.23 0.886 0.16 0.671 OGD, V, Ox
ATP5A1 P25705 ATP synthase subunit alpha, mitochondrial  18.3 21.2 9 -0.31 0.102 -1.81 0.005 -1.90 0.018  
PZP P20742 Pregnancy zone protein  18.6 16.8 126 -1.04 0.067 0.01 0.753 1.53 0.003  
FCGBP Q9Y6R7 IgGFc-binding protein  19.0 3.1 9 -1.37 0.038 1.37 0.017 2.48 0.000  
HPX P02790 Hemopexin  19.3 21.9 10 0.82 0.033 -0.90 0.022 0.11 0.706 V, In
TFRC P02786 Transferrin receptor protein 1  19.5 14.2 9 -1.77 0.002 -0.27 0.298 0.01 0.870 V
PON1 P27169 Serum paraoxonase/arylesterase 1  20.0 39.7 11 0.82 0.005 -0.39 0.181 -0.29 0.200 Ox
KNG1 P01042-2 Isoform LMW of Kininogen-1  23.1 28.6 12 0.69 0.029 -1.02 0.018 0.24 0.473 C, I, In
APOL1 O14791 Apolipoprotein L1  25.3 34.7 14 -1.33 0.024 0.25 0.962 1.91 0.000 In
CD5L O43866 CD5 antigen-like  25.6 41.2 16 -0.69 0.035 0.74 0.021 1.99 0.000 In
STOM P27105 Erythrocyte band 7 integral membrane protein  27.0 50.0 20 -0.07 0.592 -0.82 0.008 -1.34 0.002 V
GP5 P40197 Platelet glycoprotein V  27.7 33.6 17 -0.45 0.078 -2.15 0.000 -1.90 0.000 C
C4BPA P04003 C4b-binding protein alpha chain  28.1 28.3 19 -0.23 0.315 1.22 0.000 1.42 0.000 In
EPB42 P16452 Erythrocyte membrane protein band 4.2  29.5 19.0 16 0.96 0.000 -1.53 0.000 -0.72 0.132  
MSN P26038 Moesin  29.6 28.4 17 -0.17 0.353 -1.73 0.043 -0.44 0.269 C, E, V, In
ITGB3 P05106 Integrin beta-3  32.8 22.8 21 -0.56 0.002 -2.26 0.000 -2.13 0.000 C, E, Br
LGALS3BP Q08380 Galectin-3-binding protein  35.9 34.4 23 -1.12 0.001 1.10 0.001 2.03 0.000  
APOA1 P02647 Apolipoprotein A-I  39.2 56.9 23 -0.80 0.342 -1.40 0.017 0.96 0.005 E, V, In, Ox
EPB41 P11171-2 Isoform 2 of Protein 4.1  39.8 30.6 21 0.98 0.007 -2.48 0.001 -0.60 0.156 Br
APOE P02649 Apolipoprotein E  40.1 68.4 25 0.13 0.438 -0.72 0.064 -0.94 0.037 C, E, V, In, Br
VCP P55072 Transitional endoplasmic reticulum ATPase  43.9 36.6 21 -0.61 0.045 0.09 0.921 0.08 0.437 V, Br
SERPINA1 P01009 Alpha-1-antitrypsin  45.2 55.5 32 0.33 0.075 -1.47 0.000 -0.09 0.911 C, V
LPA P08519 Apolipoprotein(a)  46.5 29.2 38 1.36 0.000 0.05 0.718 -0.48 0.492  
F5 A0A0A0MRJ7 Coagulation factor V  47.3 11.9 22 -0.29 0.095 -2.13 0.000 -1.29 0.000 C, V
FCN3 O75636 Ficolin-3  48.3 64.9 87 0.27 0.520 -1.00 0.016 -0.93 0.020 Com
VWF P04275 von Willebrand factor  48.7 9.7 28 -0.43 0.008 -1.09 0.000 1.49 0.000 C
IGHA1 P01876 Immunoglobulin heavy constant alpha 1  52.9 56.9 68 -0.85 0.388 -0.07 0.755 1.16 0.040  
IGKC P01834 Immunoglobulin kappa constant  54.5 91.6 123 -0.28 0.266 0.40 0.415 1.94 0.000  
FGG P02679 Fibrinogen gamma chain  69.2 61.6 99 -0.49 0.131 -2.56 0.000 0.43 0.302 C, E
HP P00738 Haptoglobin  73.8 64.5 92 0.29 0.197 2.33 0.000 2.22 0.000 V, In
TF P02787 Serotransferrin  75.2 52.6 57 0.58 0.003 -1.95 0.000 0.07 0.595 V
SLC4A1 P02730 Band 3 anion transport protein  98.1 41.8 99 1.05 0.000 -3.16 0.000 -1.05 0.000 C
FN1 P02751-15 Isoform 15 of Fibronectin  101.6 27.5 67 -0.85 0.010 0.76 0.000 1.54 0.000 C
FGA P02671 Fibrinogen alpha chain  105.5 42.8 152 -0.19 0.044 -3.56 0.000 0.33 0.008 C, E, V, Br, In
FGB P02675 Fibrinogen beta chain  110.1 81.9 118 -0.48 0.215 -3.48 0.000 0.28 0.238 C, E, V, Br, In
ANK1 P16157-14 Isoform Er13 of Ankyrin-1  145.5 45.4 110 0.94 0.000 -2.25 0.000 -0.41 0.001 V, Br
IGHM P01871 Immunoglobulin heavy constant mu  192.7 69.1 390 -4.07 0.000 1.30 0.001 2.62 0.000  
SPTB P11277-2 Isoform 2 of Spectrin beta chain, erythrocytic  200.6 50.1 129 0.80 0.000 -3.20 0.000 -0.53 0.000 V
SPTA1 P02549 Spectrin alpha chain, erythrocytic 1  230.4 57.0 138 0.73 0.000 -2.96 0.000 -0.36 0.000 V, Br
ALB P02768 Serum albumin  258.4 85.5 399 1.21 0.000 -2.75 0.000 0.05 0.487  
Gene Symbol Accession Protein Name Identification Parameters NAO/HC RVE/HC CD/HC GO Term
Protein Score %Cov(95) Peptides (95%) Log2(ratio) P-Value Log2(ratio) P-Value Log2(ratio) P-Value
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This raw data can be found at PRIDE using the dataset identifier PXD032225

Pubmed | Uniprot

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