Table 3.
up-regulated functions |
down-regulated functions |
|||||||
---|---|---|---|---|---|---|---|---|
category | GO ID | term | x | Benjamini p-value | GO ID | term | x | Benjamini p-value |
GO biological | 55114 | oxidation reduction | 28 | 2.46 × 10−10 | 6374 | nuclear mRNA splicing, via spliceosome | 12 | 6.68 × 10−6 |
process | 44255 | cellular lipid metabolic process | 23 | 1.43 × 10−6 | 375 | RNA splicing, via transesterification reactions | 12 | 6.68 × 10−6 |
16096 | isoprenoid metabolic process | 7 | 2.21 × 10−6 | 377 | RNA splicing, via transesterification reactions with bulged adenosine as nucleophile | 12 | 6.68 × 10−6 | |
42221 | response to chemical stimulus | 23 | 2.54 × 10−6 | 16071 | mRNA metabolic process | 16 | 3.76 × 10−5 | |
44248 | cellular catabolic process | 23 | 3.79 × 10−6 | 6397 | mRNA processing | 15 | 3.76 × 10−5 | |
6695 | cholesterol biosynthetic process | 6 | 4.60 × 10−6 | 6394 | RNA processing | 19 | 4.07 × 10−5 | |
6629 | lipid metabolic process | 24 | 5.26 × 10−6 | 6395 | RNA splicing | 14 | 5.24 × 10−5 | |
6091 | generation of precursor metabolites and energy | 14 | 6.93 × 10−6 | 22607 | cellular component assembly | 11 | 6.27 × 10−5 | |
9056 | catabolic process | 24 | 1.35 × 10−5 | 6334 | nucleosome assembly | 9 | 7.56 × 10−5 | |
16126 | sterol biosynthetic process | 6 | 2.27 × 10−5 | 31497 | chromatin assembly | 9 | 1.59 × 10−4 | |
GO molecular | 16491 | oxidoreductase activity | 32 | 2.27 × 10−12 | 3723 | RNA binding | 32 | 4.08 × 10−11 |
function | 3824 | catalytic activity | 81 | 2.39 × 10−9 | 5515 | protein binding | 104 | 9.93 × 10−7 |
16616 | oxidoreductase activity, acting on the CH–OH group of donors, NAD or NADP as acceptor | 10 | 1.66 × 10−6 | 8092 | cytoskeletal protein binding | 18 | 2.45 × 10−5 | |
9055 | electron carrier activity | 14 | 2.36 × 10−6 | 3779 | actin binding | 15 | 2.45 × 10−5 | |
9055 | oxidoreductase activity, acting on CH–OH group of donors | 10 | 2.72 × 10−6 | 5488 | binding | 141 | 4.40 × 10−4 | |
50662 | coenzyme binding | 11 | 4.07 × 10−6 | 31072 | heat shock protein binding | 6 | 1.52 × 10−3 | |
16651 | oxidoreductase activity, acting on NADH or NADPH | 8 | 7.03 × 10−6 | 43566 | structure-specific DNA binding | 7 | 1.72 × 10−3 | |
48037 | cofactor binding | 12 | 1.59 × 10−5 | 3697 | Mol Funct single-stranded DNA binding | 5 | 1.91 × 10−3 | |
16408 | C-acyltransferase activity | 4 | 9.49 × 10−5 | 3690 | double-stranded DNA binding | 5 | 8.36 × 10−3 | |
3988 | acetyl-CoA C-acyltransferase activity | 3 | 9.49 × 10−5 | 42805 | actinin binding | 2 | 1.84 × 10−2 | |
GO cellular component | 44444 | cytoplasmic part | 87 | 3.32 × 10−21 | 30530 | heterogeneous nuclear ribonucleoprotein complex | 8 | 1.73 × 10−10 |
5737 | cytoplasm | 107 | 5.53 × 10−20 | 44424 | intracellular part | 126 | 1.39 × 10−8 | |
323 | lytic vacuole | 18 | 1.55 × 10−12 | 43228 | non-membrane-bounded organelle | 46 | 1.39 × 10−8 | |
5764 | lysosome | 18 | 1.55 × 10−12 | 43232 | intracellular non-membrane-bounded organelle | 46 | 1.39 × 10−8 | |
5773 | vacuole | 18 | 8.35 × 10−12 | 5622 | intracellular | 128 | 7.16 × 10−8 | |
44429 | mitochondrial part | 24 | 3.22 × 10−10 | 30529 | ribonucleoprotein complex | 22 | 5.27 × 10−7 | |
5739 | mitochondrion | 30 | 8.71 × 10−10 | 44446 | intracellular organelle part | 64 | 6.01 × 10−7 | |
44424 | intracellular part | 114 | 1.39 × 10−8 | 44422 | organelle part | 64 | 6.01 × 10−7 | |
31090 | organelle membrane | 34 | 6.42 × 10−7 | 32991 | macromolecular complex | 47 | 1.59 × 10−6 | |
5622 | intracellular | 114 | 7.40 × 10−7 | 5737 | cytoplasm | 91 | 1.70 × 10−6 |
Over-representation of GO annotation terms for the separate sets of up- and down-regulated proteins was computed using the BiNGO plug-in for Cytoscape. Each GO category (GOBP, GOCC, and GOMF) was processed separately. Shown are the top scoring 10 annotations for each category, with corresponding GO ID reference number, number of proteins found to be associated with each term (x), and the Benjamini p-value indicating the significance of the enrichment. All proteins found within each term are listed in Supplementary Table S4.