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 [...,...].
Class affected % Affected Genes Average Regulation (ratio) Would Be Affected (#genes) Microarray Measured (#genes) Class Class Size (#genes) Accession
Results: HTML CSV LaTeX Showing element 501 to 550 of 5007 in total
Class  : biological process
Class
% Affected Genes
Average Regulation (ratio)
Would Be Affected (#genes)
Class Size (#genes)
cell-cell signaling during cell fate commitment no value no value no value 12
cell-matrix adhesion 97
cell-substrate adhesion 102
cell-substrate junction assembly 5
cellular biosynthetic process 1.7699 1.7068785279989243 10 545
cellular carbohydrate catabolic process 1.1236 4.7113165855407715 1 114
cellular carbohydrate metabolic process 0.9709 2.6627832651138306 4 365
cellular catabolic process 1.0870 1.9687834978103638 6 559
cellular component assembly 1.9120 2.1211151123046874 13 701
cellular component disassembly no value no value no value 41
cellular component organization and biogenesis 2.0821 2.43051519464044 42 2008
cellular defense response no value no value no value 78
cellular developmental process 1.8711 2.5005394551489086 21 1118
cellular extravasation no value no value no value 7
cellular lipid catabolic process 39
cellular lipid metabolic process 2.1318 2.383645436980508 13 619
cellular localization no value no value no value 22
cellular macromolecule catabolic process 1.0714 2.4845048983891806 4 349
cellular macromolecule metabolic process 2.4857 2.365392540051387 84 3377
cellular metabolic process 2.4996 2.3858967367693675 181 7233
cellular morphogenesis during differentiation no value no value no value 13
cellular pH reduction 7
cellular pigment accumulation 1
cellular pigmentation
cellular polysaccharide catabolic process 15
cellular polysaccharide metabolic process 76
cellular process 2.4522 2.252760338363143 294 11986
cellular protein catabolic process 1.3333 1.371099054813385 2 184
cellular protein complex assembly 3.3898 2.0335476994514465 65
cellular protein complex disassembly no value no value no value 21
cellular protein metabolic process 2.5312 2.365392540051387 84 3325
cellular respiration 5.2632 5.326116561889648 1 22
cellular response to extracellular stimulus no value no value no value 11
cellular response to glucose starvation 2
cellular response to hormone stimulus
cellular response to insulin stimulus
cellular response to iron ion starvation 1
cellular response to nutrient
cellular response to nutrient levels 10
cellular response to starvation 8
cellular response to stimulus 17
cellular response to water deprivation 1
cellular structure morphogenesis 1.8987 3.400171995162964 3 176
central nervous system development 2.3256 1.9293138980865479 2 94
central nervous system neuron axonogenesis no value no value no value 4
central nervous system neuron development 3
central nervous system neuron differentiation
central nervous system projection neuron axonogenesis 4
centric heterochromatin formation 1
centriole replication

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/