KEGGs and Inflammatory Bowel Disease

I often have attended the yearly talks of futurist/predictionist
Mark Anderson. This year there was talk about Mark’s new company, Pattern Computer.On that site I saw this interesting item

Insights in Inflammatory Bowel Disease
Using the Pattern Discovery Engine™ coupled with a hypothesis-free approach, we analyzed a large dataset of 50 human microbiome samples, each with the relative abundance of the ~10,000 KEGG protein families. We identified 39 KEGGs that were significant in differentiating the disease states from each other and from healthy, with 9 of the KEGGs (out of 10K total) being most associated with a dynamic path from disease to health in the human-gut microbiome. Using our approach we were able to reduce the size of the dataset to be analyzed by three orders of magnitude.​
What is a KEGG?
KEGG (Kyoto Encyclopedia of Genes and Genomes) is a knowledge base for systematic analysis of gene functions, linking genomic information with higher order functional information. The genomic information is stored in the GENES database, which is a collection of gene catalogs for all the completely sequenced genomes and some partial genomes with up-to-date annotation of gene functions. The higher order functional information is stored in the PATHWAY database, which contains graphical representations of cellular processes, such as metabolism, membrane transport, signal transduction and cell cycle.
KEGG: Kyoto Encyclopedia of Genes and Genomes [2000]
Or in plain english, it is show what produces, consumes or influence processing of chemicals in nature (including the human body and the microbome in your gut).

We are getting into complex areas which makes a Gordian knot look like a straight piece of rope.
Their Draft Paper
Read the paper here. A chart from it is very interesting:

Further research into these nine KEGG protein families revealed that six of the nine KEGG protein families identified are related to oxidative phosphorylation. IBD, like other inflammatory diseases, may be associated with abnormal oxidative phosphorylation or oxidative stress [10]. Oxidative phosphorylation produces reactive oxygen species (ROS) in both prokaryotes and in the mitochondria of eukaryotes. Microbial ROS production affects the innate immune response, influencing the integrity of the intestinal epithelial barrier (2) which is compromised in IBD.
Path ways: K00330, K00348, K00351, K00434, K00604, K00607, K00609, K00633, K03671.​
Bottom Line
While the sample sizes were small (and likely not widely distributed geographically), the results are definitely interesting. It does point to reducing oxidative phosphorylation and inhibiting reactive oxygen species as desired paths forward (and likely topics for future posts).
For people interested in watching the talk:

Mark Anderson’s 2019 Predictions
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