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 [...,...].
Would Be Affected (#genes) Class % Affected Genes Class Size (#genes) Microarray Measured (#genes) affected Average Regulation (ratio) Class Accession
Results: HTML CSV LaTeX Showing element 1 to 50 of 173 in total
Class  : biological process
Would Be Affected (#genes)
Class
% Affected Genes
Class Size (#genes)
Average Regulation (ratio)
6 amino acid metabolic process 1.8727 314 1.575242853164673
anion transport 2.6596 229 1.6556044340133667
behavior 1.4970 398 2.3127479553222656
carbohydrate metabolic process 1.1390 544 2.745920252799988
catabolic process 0.8741 704 1.9687834978103638
cell-cell adhesion 2.1930 287 1.8477724552154542
cellular catabolic process 1.0870 559 1.9687834978103638
chemical homeostasis 2.2321 260 1.368695902824402
chromatin modification 2.9412 195 2.9956377029418944
embryonic morphogenesis 5.1546 107 2.329086923599243
lipid biosynthetic process 2.1368 275 1.7971266508102417
microtubule-based process 2.7174 231 3.0316067695617677
mRNA metabolic process 1.9841 289 1.7531960964202882
mRNA processing 2.3364 242
negative regulation of transcription 1.8051 325 2.4346015453338623
nucleocytoplasmic transport 2.9070 206 2.844642996788025
positive regulation of apoptosis 2.3585 250 1.4007941484451294
positive regulation of cell proliferation 2.0661 272 1.9144784212112427
positive regulation of programmed cell death 2.3364 252 1.4007941484451294
potassium ion transport 2.0161 292 2.4153901100158692
regulation of cell differentiation 3.3333 170 1.3052469968795777
regulation of developmental process 2.0492 276
regulation of kinase activity 2.3810 243 1.7727066993713378
regulation of protein kinase activity 2.4510 236
regulation of transferase activity 2.3364 247
sensory perception of light stimulus 2.8090 212 2.7829527854919434
visual perception 2.8249 211
7 amino acid and derivative metabolic process 1.8293 388 1.5113894144694011
cell division 3.0303 222 1.3425244291623433
mitosis 4.7244 142 1.632481078306834
monovalent inorganic cation transport 1.5228 464 2.2601398825645447
muscle development 5.7692 117 2.6894871592521667
negative regulation of nucleobase, nucleoside, nucleotide and nucleic acid metabolic process 1.9608 358 2.2540424267450967
protein complex assembly 2.0833 335 1.9949067831039429
regulation of catalytic activity 1.4634 501 1.683560033639272
response to DNA damage stimulus 2.0202 337 1.6523104111353557
transmembrane receptor protein tyrosine kinase signaling pathway 3.9735 164 2.267966568470001
8 amine metabolic process 1.7949 463 1.5929162161690849
cell cycle phase 3.4146 229 1.6467143297195435
electron transport 1.5748 514 1.4910563230514526
negative regulation of cellular metabolic process 1.9608 414 2.2326475211552212
nervous system development 2.5271 321 2.2348088707242693
nitrogen compound metabolic process 1.7157 484 1.5929162161690849
regulation of a molecular function 1.6092 527 1.6290612050465174
regulation of growth 3.9773 192 2.6829177481787547
response to endogenous stimulus 1.8421 428 2.158773183822632
RNA splicing 3.7234 208 1.8230999537876673
9 apoptosis 2.4922 379 2.8815125972032547
carboxylic acid metabolic process 1.6327 570 1.9312101155519485
cell motility 2.1390 432 2.1474349200725555

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/