Scientific

MK5 Microarray Data


Affected Genes - Ontology Breakdown - Gene Enrichment - Proteome Analysis

These are the micro-array results of a differential gene expression microarray experiments and the subsequent analysis steps performed on them. The up/down- regulation ratio was obtained by measuring WT cells against MK5 activated cells. See material and methods for technical information as well as the data usage policy.

Ontology Breakdown

Below is a table that can help you break down the effect of the gene alteration on the bioloigcal system. To create the table below we went over all the ontology terms and counted the number of times a gene was listed in that specific class, or one of its children. As can be expected, each class will differ in its behavior. Some will have a strong average regulation, but will contain very few genes, while others will be very large and broad classes that will have a lower average regulation, but which will whos an overall effect with many genes in many subgroups being affected.

The best strategy to analyze such classes is to a) filter out all the classes for which we have too little data (less than 5 affected genes on the micro array measurement). This can be done by writing '>5' in the 'Affected Genes' field. SEcondly we might also want to look at one specific ontology at first (click on 'biological process' in the table.

Once this is done we can sort the data properly by placing the 'Average Regulation' to the left (click on the green arrows) and the '% Affected Genes' as a second. We also want to sort them descending (the grey arrow should be pointing downward).

Now we can go investigate the data by first look at broadly affected classes ('Would Be Affected Genes'>60) and progressively lowering this value (to something like 'Would Be Affected Genes'>20)


Navigation/Query Panel:
Click on the attribute name to hide/unhide it. The green arrows can be used to shift columns left/right. Exact word match is written as =..., regular expressions can be matched with ~.... To select all values larger or equal than use >.... This would be <... for values smaller or equal than. To select all values within a specific range use [...,...].
Average Regulation (ratio) Would Be Affected (#genes) Class % Affected Genes Class Size (#genes) affected Class Microarray Measured (#genes) Accession
Results: HTML CSV LaTeX Showing element 1 to 50 of 173 in total
Class  : biological process
Average Regulation (ratio)
Would Be Affected (#genes)
Class
% Affected Genes
Class Size (#genes)
3.175950493131365 10 chromosome organization and biogenesis (sensu Eukaryota) 2.0349 496
DNA packaging 2.4561 422
establishment and/or maintenance of chromatin architecture 2.5000 416
3.0782742261886598 15 defense response 2.2026 680
3.0316067695617677 6 microtubule-based process 2.7174 231
2.9956377029418944 chromatin modification 2.9412 195
2.941256210207939 11 chromosome organization and biogenesis 2.1858 519
2.8815125972032547 9 apoptosis 2.4922 379
programmed cell death 2.4845 381
2.844642996788025 6 nucleocytoplasmic transport 2.9070 206
2.8162122435039945 11 cell death 2.4658 430
death
2.7829527854919434 6 sensory perception of light stimulus 2.8090 212
visual perception 2.8249 211
2.7678764888218472 33 intracellular signaling cascade 2.6820 1217
2.745920252799988 6 carbohydrate metabolic process 1.1390 544
2.7119380235671997 10 cytoskeleton organization and biogenesis 1.8182 531
2.6960288683573403 11 small GTPase mediated signal transduction 2.4064 442
2.6894871592521667 7 muscle development 5.7692 117
2.6829177481787547 8 regulation of growth 3.9773 192
2.6820639967918396 19 immune response 2.6201 735
2.644248050451279 26 organelle organization and biogenesis 2.1413 1204
2.6417386531829834 18 phosphorylation 2.5890 711
2.6329536702897816 11 response to cold 5.0000 226
response to temperature stimulus 4.4554 249
2.630213709672292 42 transcription 2.6362 1588
2.6115847550905666 20 immune system process 2.2184 879
2.6086528982434953 9 inflammatory response 2.9289 318
2.5862315134568648 13 ubiquitin cycle 2.8646 443
2.5815784772237143 17 protein amino acid phosphorylation 2.5554 675
2.539123611790793 16 organ development 2.5045 644
2.5307046931523542 70 response to stimulus 2.3508 2985
2.530326783657074 12 response to abiotic stimulus 2.8736 416
2.5267262917298536 17 DNA metabolic process 1.9118 884
2.5005394551489086 21 cellular developmental process 1.8711 1118
2.4850547462701797 10 response to wounding 2.9197 358
2.4829982866843543 28 phosphate metabolic process 3.0968 890
phosphorus metabolic process
2.470501118236118 52 biopolymer modification 2.9393 1780
protein modification process 3.0405 1721
2.46775693159837 15 regulation of transcription from RNA polymerase II promoter 2.9680 499
2.453812837600708 11 translation 1.9231 552
2.4479837675352356 43 post-translational protein modification 2.9529 1442
2.4382004340489707 16 neurological process 2.2181 741
sensory perception 2.2514 732
2.4346015453338623 6 negative regulation of transcription 1.8051 325
2.4306948675828823 67 nucleobase, nucleoside, nucleotide and nucleic acid metabolic process 2.1879 3075
2.43051519464044 42 cellular component organization and biogenesis 2.0821 2008
2.416864479581515 34 G-protein coupled receptor protein signaling pathway 2.3483 1453
2.4153901100158692 6 potassium ion transport 2.0161 292

Legend:
- The Average Regulation (ratio) is calculated only for the measured genes in this gene ontology term
- % Affected Genes is the % of genes in this gene ontology class that have been affected by the Mk5 alteration.
- Would Be Affected (#genes) represents how many genes of the overall class would have been affected if we measured each of them.
- The Class Size (#genes) counts the number of genes listed under the specific gene ontology term.
- Class is the GO class description.
- The Class refers to the ontology category, which can be molecular_function, biological_process or cellular_component.
- The Microarray Measured (#genes) lists how many genes of the specific ontology term were measured.
- Accession is the GO accession key.

- http://analysis.yellowcouch.org/