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) % Affected Genes Class Size (#genes) Class Class affected 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)
% Affected Genes
Class Size (#genes)
Class
3.175950493131365 10 2.5000 416 establishment and/or maintenance of chromatin architecture
2.4561 422 DNA packaging
2.0349 496 chromosome organization and biogenesis (sensu Eukaryota)
3.0782742261886598 15 2.2026 680 defense response
3.0316067695617677 6 2.7174 231 microtubule-based process
2.9956377029418944 2.9412 195 chromatin modification
2.941256210207939 11 2.1858 519 chromosome organization and biogenesis
2.8815125972032547 9 2.4922 379 apoptosis
2.4845 381 programmed cell death
2.844642996788025 6 2.9070 206 nucleocytoplasmic transport
2.8162122435039945 11 2.4658 430 cell death
death
2.7829527854919434 6 2.8249 211 visual perception
2.8090 212 sensory perception of light stimulus
2.7678764888218472 33 2.6820 1217 intracellular signaling cascade
2.745920252799988 6 1.1390 544 carbohydrate metabolic process
2.7119380235671997 10 1.8182 531 cytoskeleton organization and biogenesis
2.6960288683573403 11 2.4064 442 small GTPase mediated signal transduction
2.6894871592521667 7 5.7692 117 muscle development
2.6829177481787547 8 3.9773 192 regulation of growth
2.6820639967918396 19 2.6201 735 immune response
2.644248050451279 26 2.1413 1204 organelle organization and biogenesis
2.6417386531829834 18 2.5890 711 phosphorylation
2.6329536702897816 11 5.0000 226 response to cold
4.4554 249 response to temperature stimulus
2.630213709672292 42 2.6362 1588 transcription
2.6115847550905666 20 2.2184 879 immune system process
2.6086528982434953 9 2.9289 318 inflammatory response
2.5862315134568648 13 2.8646 443 ubiquitin cycle
2.5815784772237143 17 2.5554 675 protein amino acid phosphorylation
2.539123611790793 16 2.5045 644 organ development
2.5307046931523542 70 2.3508 2985 response to stimulus
2.530326783657074 12 2.8736 416 response to abiotic stimulus
2.5267262917298536 17 1.9118 884 DNA metabolic process
2.5005394551489086 21 1.8711 1118 cellular developmental process
2.4850547462701797 10 2.9197 358 response to wounding
2.4829982866843543 28 3.0968 890 phosphate metabolic process
phosphorus metabolic process
2.470501118236118 52 3.0405 1721 protein modification process
2.9393 1780 biopolymer modification
2.46775693159837 15 2.9680 499 regulation of transcription from RNA polymerase II promoter
2.453812837600708 11 1.9231 552 translation
2.4479837675352356 43 2.9529 1442 post-translational protein modification
2.4382004340489707 16 2.2514 732 sensory perception
2.2181 741 neurological process
2.4346015453338623 6 1.8051 325 negative regulation of transcription
2.4306948675828823 67 2.1879 3075 nucleobase, nucleoside, nucleotide and nucleic acid metabolic process
2.43051519464044 42 2.0821 2008 cellular component organization and biogenesis
2.416864479581515 34 2.3483 1453 G-protein coupled receptor protein signaling pathway
2.4153901100158692 6 2.0161 292 potassium ion transport

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/