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. 2022 Nov 16;12:19705. doi: 10.1038/s41598-022-22457-w

Table 3.

Relative plasma levels of proteins extracted by principal component analysis.

Symbol Uniprot ID Full name Correlation PCA FC AKI vs. no AKI p-value Adj. p-value
ADGRG1 Q9Y653 Adhesion G-protein coupled receptor G1 PC1 1.48 0.156 0.285
ATP6AP2 O75787 Renin receptor PC2 1.06 1.000 0.982
BAMBI Q13145 BMP and activin membrane-bound inhibitor homolog PC2 1.45 0.021 0.093
BANK1 Q8NDB2 B-cell scaffold protein with ankyrin repeats PC1 1.26 0.433 0.547
BID P55957 BH3-interacting domain death agonist PC2 0.82 0.778 0.809
BTC P35070 Probetacellulin PC1 1.18 0.146 0.298
CA12 O43570 Carbonic anhydrase 12 PC1, PC2 1.52 0.007 0.042
CA14 Q9ULX7 Carbonic anhydrase 14 PC2 1.76 0.049 0.137
CALCA P06881 Calcitonin gene-related peptide 1 PC1 2.36 0.005 0.034
CALR P27797 Calreticulin PC1, PC2 1.36 0.002 0.022
CLEC1A Q8NC01 C-type lectin domain family 1 member A PC1, PC2 1.84 0.004 0.031
DSG4 Q86SJ6 Desmoglein-4 PC2 1.37 0.471 0.567
EGFL7 Q9UHF1 Epidermal growth factor-like protein 7 PC1 1.26 0.030 0.106
ENAH Q8N8S7 Protein enabled homolog PC1 1.25 0.219 0.352
ENTPD6 O75354 Ectonucleoside triphosphate diphosphohydrolase 6 PC1 1.25 0.300 0.454
FABP9 Q0Z7S8 Fatty acid-binding protein 9 PC2 1.27 0.093 0.197
FES P07332 Tyrosine-protein kinase Fes/Fps PC1, PC2 1.07 0.754 0.816
FGR P09769 Tyrosine-protein kinase Fgr PC1 1.08 0.639 0.736
FOSB P53539 Protein fosB PC1 1.22 0.076 0.168
FOXO1 Q12778 Forkhead box protein O1 PC1, PC2 1.08 0.379 0.515
INPPL1 O15357 Phosphatidylinositol 3,4,5-trisphosphate 5-phosphatase 2 PC1 1.21 0.300 0.442
KIM1 Q96D42 Kidney Injury Molecule 1 PC1 2.60  < 0.001 0.008
LAT2 Q9GZY6 Linker for activation of T-cells family member 2 PC1 1.53 0.066 0.175
LTA4H P09960 Leukotriene A-4 hydrolase PC2 0.99 0.802 0.818
MAEA Q7L5Y9 E3 ubiquitin-protein transferase MAEA PC1 2.66 0.186 0.329
MAP4K5 Q9Y4K4 Mitogen-activated protein kinase kinase kinase kinase 5 PC1 0.68 0.285 0.444
MVK Q03426 Mevalonate kinase PC1, PC2 1.76 0.186 0.318
NBN O60934 Nibrin PC1 1.27 0.379 0.502
NOS3 P29474 Nitric oxide synthase, endothelial PC1 1.77 0.038 0.119
NPPC P23582 C-type natriuretic peptide PC1 4.67  < 0.001 0.010
NUB1 Q9Y5A7 NEDD8 ultimate buster 1 PC1 1.16 0.471 0.555
NUCB2 P80303 Nucleobindin-2 PC2 1.76 0.002 0.019
PDGFC Q9NRA1 Platelet-derived growth factor C PC1 1.30 0.330 0.460
PGF P43088 Prostaglandin F2-alpha receptor PC2 1.81  < 0.001 0.015
PON2 Q15165 Serum paraoxonase/arylesterase 2 PC2 0.98 0.802 0.802
PRKAB1 Q9Y478 5′-AMP-activated protein kinase subunit beta-1 PC1 1.33 0.012 0.058
PRKRA O75569 IFN-inducible dsRNA-dependent protein kinase activator A PC1 1.02 0.754 0.799
PTK7 Q13308 Inactive tyrosine-protein kinase 7 PC2 1.67 0.008 0.043
PTPRJ Q12913 Receptor-type tyrosine-protein phosphatase β PC1 1.06 0.300 0.430
PVALB P20472 Parvalbumin alpha PC1 2.12 0.186 0.308
PXN P49023 Paxillin PC1 1.07 0.379 0.490
RARRES1 P49788 Retinoic acid receptor responder protein 1 PC1 1.33 0.023 0.087
RASSF2 P50749 Ras association domain-containing protein 2 PC1, PC2 0.96 0.684 0.771
RRM2B Q7LG56 Ribonucleoside-diphosphate reductase subunit M2 B PC1 2.13 0.021 0.086
SERPINA9 Q86WD7 Serpin A9 PC2 1.10 0.433 0.534
ST3GAL1 Q11201 CMP-N-acetylneuraminate-β-galactosamide-α-2,3-sialyltransferase 1 PC2 1.06 0.731 0.807
STX8 Q9UNK0 Syntaxin-8 PC1 1.53 0.033 0.110
TIGAR Q9NQ88 Fructose-2,6-bisphosphatase PC1 1.72 0.045 0.133
TMPRSS15 P98073 Enteropeptidase PC2 1.67 0.146 0.287
TNNI3 P19429 Troponin I, cardiac muscle PC1 3.22 0.071 0.164
TOP2B Q02880 DNA topoisomerase 2-β PC1 1.35 0.146 0.277
VEGFC P49767 Vascular endothelial growth factor C PC2 2.61 0.066 0.167
YES1 P07947 Tyrosine-protein kinase Yes PC1 1.39 0.066 0.159

Principal component analysis revealed 38 proteins to be correlated with PC1 and 22 proteins to be associated with PC2, of which nine proteins are different between AKI as compared to non-AKI controls (bold). AKI acute kidney injury, FC fold change.