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) % Affected Genes Would Be Affected (#genes) Class Size (#genes) Class Class affected Microarray Measured (#genes) Accession
Results: HTML CSV LaTeX Showing element 125 to 173 of 173 in total
Class: biological process
\def\wcA{0.16666666666667\textwidth} \def\wcB{0.16666666666667\textwidth} \def\wcC{0.16666666666667\textwidth} \def\wcD{0.16666666666667\textwidth} \def\wcE{0.16666666666667\textwidth} \begin{longtable}{|c|c|c|c|c|} \hline \parbox{\wcA}{\vspace{3pt}\noindent Average Regulation (ratio)\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent \% Affected Genes\vspace{3pt}}&\parbox{\wcC}{\vspace{3pt}\noindent Would Be Affected (#genes)\vspace{3pt}}&\parbox{\wcD}{\vspace{3pt}\noindent Class Size (#genes)\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent Class\vspace{3pt}}\\ \hline \hline \multirow{2}{*}{\parbox{\wcA}{\vspace{3pt}\noindent 2.0103142169805674\vspace{3pt}}}&\parbox{\wcB}{\vspace{3pt}\noindent 2.5048\vspace{3pt}}&\multirow{2}{*}{\parbox{\wcC}{\vspace{3pt}\noindent 16\vspace{3pt}}}&\parbox{\wcD}{\vspace{3pt}\noindent 623\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent homeostatic process\vspace{3pt}}\\\cline{2-2}\cline{4-5} &\parbox{\wcB}{\vspace{3pt}\noindent 2.3679\vspace{3pt}}&&\parbox{\wcD}{\vspace{3pt}\noindent 660\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent regulation of biological quality\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 1.9949067831039429\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 2.0833\vspace{3pt}}&\parbox{\wcC}{\vspace{3pt}\noindent 7\vspace{3pt}}&\parbox{\wcD}{\vspace{3pt}\noindent 335\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent protein complex assembly\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 1.9786490954850848\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 1.8357\vspace{3pt}}&\parbox{\wcC}{\vspace{3pt}\noindent 26\vspace{3pt}}&\parbox{\wcD}{\vspace{3pt}\noindent 1417\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent biosynthetic process\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 1.9769652134332902\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 2.0945\vspace{3pt}}&\parbox{\wcC}{\vspace{3pt}\noindent 48\vspace{3pt}}&\parbox{\wcD}{\vspace{3pt}\noindent 2294\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent multicellular organismal process\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 1.9759902954101562\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 2.1417\vspace{3pt}}&\parbox{\wcC}{\vspace{3pt}\noindent 17\vspace{3pt}}&\parbox{\wcD}{\vspace{3pt}\noindent 800\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent proteolysis\vspace{3pt}}\\\hline \multirow{2}{*}{\parbox{\wcA}{\vspace{3pt}\noindent 1.9687834978103638\vspace{3pt}}}&\parbox{\wcB}{\vspace{3pt}\noindent 1.0870\vspace{3pt}}&\multirow{2}{*}{\parbox{\wcC}{\vspace{3pt}\noindent 6\vspace{3pt}}}&\parbox{\wcD}{\vspace{3pt}\noindent 559\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent cellular catabolic process\vspace{3pt}}\\\cline{2-2}\cline{4-5} &\parbox{\wcB}{\vspace{3pt}\noindent 0.8741\vspace{3pt}}&&\parbox{\wcD}{\vspace{3pt}\noindent 704\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent catabolic process\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 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4.3573\vspace{3pt}}&\multirow{2}{*}{\parbox{\wcC}{\vspace{3pt}\noindent 23\vspace{3pt}}}&\parbox{\wcD}{\vspace{3pt}\noindent 535\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent regulation of progression through cell cycle\vspace{3pt}}\\\cline{2-2}\cline{4-5} &\parbox{\wcB}{\vspace{3pt}\noindent 4.3197\vspace{3pt}}&&\parbox{\wcD}{\vspace{3pt}\noindent 539\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent regulation of cell cycle\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 1.8477724552154542\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 2.1930\vspace{3pt}}&\parbox{\wcC}{\vspace{3pt}\noindent 6\vspace{3pt}}&\parbox{\wcD}{\vspace{3pt}\noindent 287\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent cell-cell adhesion\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 1.8413102626800537\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 2.2670\vspace{3pt}}&\parbox{\wcC}{\vspace{3pt}\noindent 10\vspace{3pt}}&\parbox{\wcD}{\vspace{3pt}\noindent 448\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent RNA processing\vspace{3pt}}\\\hline \multirow{2}{*}{\parbox{\wcA}{\vspace{3pt}\noindent 1.8383450422968184\vspace{3pt}}}&\multirow{2}{*}{\parbox{\wcB}{\vspace{3pt}\noindent 2.1407\vspace{3pt}}}&\multirow{2}{*}{\parbox{\wcC}{\vspace{3pt}\noindent 17\vspace{3pt}}}&\multirow{2}{*}{\parbox{\wcD}{\vspace{3pt}\noindent 806\vspace{3pt}}}&\parbox{\wcE}{\vspace{3pt}\noindent biological adhesion\vspace{3pt}}\\\cline{5-5} &&&&\parbox{\wcE}{\vspace{3pt}\noindent cell adhesion\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 1.8230999537876673\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 3.7234\vspace{3pt}}&\parbox{\wcC}{\vspace{3pt}\noindent 8\vspace{3pt}}&\parbox{\wcD}{\vspace{3pt}\noindent 208\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent RNA splicing\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 1.7971266508102417\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 2.1368\vspace{3pt}}&\multirow{6}{*}{\parbox{\wcC}{\vspace{3pt}\noindent 6\vspace{3pt}}}&\parbox{\wcD}{\vspace{3pt}\noindent 275\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent lipid biosynthetic process\vspace{3pt}}\\\cline{1-2}\cline{4-5} \multirow{3}{*}{\parbox{\wcA}{\vspace{3pt}\noindent 1.7727066993713378\vspace{3pt}}}&\parbox{\wcB}{\vspace{3pt}\noindent 2.4510\vspace{3pt}}&&\parbox{\wcD}{\vspace{3pt}\noindent 236\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent regulation of protein kinase activity\vspace{3pt}}\\\cline{2-2}\cline{4-5} &\parbox{\wcB}{\vspace{3pt}\noindent 2.3810\vspace{3pt}}&&\parbox{\wcD}{\vspace{3pt}\noindent 243\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent regulation of kinase activity\vspace{3pt}}\\\cline{2-2}\cline{4-5} &\multirow{2}{*}{\parbox{\wcB}{\vspace{3pt}\noindent 2.3364\vspace{3pt}}}&&\parbox{\wcD}{\vspace{3pt}\noindent 247\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent regulation of transferase activity\vspace{3pt}}\\\cline{1-1}\cline{4-5} 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545\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent cellular biosynthetic process\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 1.6883443919095127\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 2.5172\vspace{3pt}}&\parbox{\wcC}{\vspace{3pt}\noindent 13\vspace{3pt}}&\parbox{\wcD}{\vspace{3pt}\noindent 514\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent cell-cell signaling\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 1.683560033639272\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 1.4634\vspace{3pt}}&\parbox{\wcC}{\vspace{3pt}\noindent 7\vspace{3pt}}&\parbox{\wcD}{\vspace{3pt}\noindent 501\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent regulation of catalytic activity\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 1.6556044340133667\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 2.6596\vspace{3pt}}&\parbox{\wcC}{\vspace{3pt}\noindent 6\vspace{3pt}}&\parbox{\wcD}{\vspace{3pt}\noindent 229\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent anion 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1.5929162161690849\vspace{3pt}}}&\parbox{\wcB}{\vspace{3pt}\noindent 1.7949\vspace{3pt}}&\multirow{2}{*}{\parbox{\wcC}{\vspace{3pt}\noindent 8\vspace{3pt}}}&\parbox{\wcD}{\vspace{3pt}\noindent 463\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent amine metabolic process\vspace{3pt}}\\\cline{2-2}\cline{4-5} &\parbox{\wcB}{\vspace{3pt}\noindent 1.7157\vspace{3pt}}&&\parbox{\wcD}{\vspace{3pt}\noindent 484\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent nitrogen compound metabolic process\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 1.575242853164673\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 1.8727\vspace{3pt}}&\parbox{\wcC}{\vspace{3pt}\noindent 6\vspace{3pt}}&\parbox{\wcD}{\vspace{3pt}\noindent 314\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent amino acid metabolic process\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 1.5113894144694011\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 1.8293\vspace{3pt}}&\parbox{\wcC}{\vspace{3pt}\noindent 7\vspace{3pt}}&\parbox{\wcD}{\vspace{3pt}\noindent 388\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent amino acid and derivative metabolic process\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 1.4910563230514526\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 1.5748\vspace{3pt}}&\parbox{\wcC}{\vspace{3pt}\noindent 8\vspace{3pt}}&\parbox{\wcD}{\vspace{3pt}\noindent 514\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent electron transport\vspace{3pt}}\\\hline \multirow{2}{*}{\parbox{\wcA}{\vspace{3pt}\noindent 1.4007941484451294\vspace{3pt}}}&\parbox{\wcB}{\vspace{3pt}\noindent 2.3585\vspace{3pt}}&\multirow{3}{*}{\parbox{\wcC}{\vspace{3pt}\noindent 6\vspace{3pt}}}&\parbox{\wcD}{\vspace{3pt}\noindent 250\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent positive regulation of apoptosis\vspace{3pt}}\\\cline{2-2}\cline{4-5} &\parbox{\wcB}{\vspace{3pt}\noindent 2.3364\vspace{3pt}}&&\parbox{\wcD}{\vspace{3pt}\noindent 252\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent positive regulation of programmed cell death\vspace{3pt}}\\\cline{1-2}\cline{4-5} \parbox{\wcA}{\vspace{3pt}\noindent 1.368695902824402\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 2.2321\vspace{3pt}}&&\parbox{\wcD}{\vspace{3pt}\noindent 260\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent chemical homeostasis\vspace{3pt}}\\\hline \parbox{\wcA}{\vspace{3pt}\noindent 1.3425244291623433\vspace{3pt}}&\parbox{\wcB}{\vspace{3pt}\noindent 3.0303\vspace{3pt}}&\parbox{\wcC}{\vspace{3pt}\noindent 7\vspace{3pt}}&\parbox{\wcD}{\vspace{3pt}\noindent 222\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent cell division\vspace{3pt}}\\\hline \multirow{2}{*}{\parbox{\wcA}{\vspace{3pt}\noindent 1.3052469968795777\vspace{3pt}}}&\parbox{\wcB}{\vspace{3pt}\noindent 3.3333\vspace{3pt}}&\multirow{2}{*}{\parbox{\wcC}{\vspace{3pt}\noindent 6\vspace{3pt}}}&\parbox{\wcD}{\vspace{3pt}\noindent 170\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent regulation of cell differentiation\vspace{3pt}}\\\cline{2-2}\cline{4-5} &\parbox{\wcB}{\vspace{3pt}\noindent 2.0492\vspace{3pt}}&&\parbox{\wcD}{\vspace{3pt}\noindent 276\vspace{3pt}}&\parbox{\wcE}{\vspace{3pt}\noindent regulation of developmental process\vspace{3pt}}\\\hline nd{longtable}
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/