Abstract
EL did a six month exchange visit to the algorithms group
of ICSI Berkeley from July 2006 till January 2007 under
the supervision of EH.
EL is a PhD student at the ISB graduate school. He is
doing his research work at the Quantitative Biology and
Bioinformatics Group in VTT (henceforth QBIX) under the
supervision of MO. His research focuses on biological
networks. The purpose of this visit was to establish a
collaboration between QBIX and EH's algorithms group.
QBIX has established an informative rich system for
visualizing heterogeneous biological data [1], and EH has
successfully applied effective algorithms to many
bioinformatics problems.
We developed a method for detecting phenotype specific
molecular interaction pathways. Our initial study context
was in Type 1 Diabetes. We constructed an integrated
protein interaction, metabolic pathway and signal
transduction network in mouse. We used a color coding
algorithm [2] to detect pathways in context of NOD (=Non
ObeseDiabetic) mouse phenotypes. As a result we obtained
several statistically significant pathways, which may
therefore be associated with Type 1 Diabetes incidence
and insulitis development. We are about to submit a paper
from this study soon.
We are continuing to use this method in our research at
QBIX, and will possibly extend it. We believe it can be
used to associate almost any molecular network with
almost any phenotype. We have huge amounts of data
available for elucidation. Our immediate next plan is to
elucidate human pancreas islets, mold and yeast data.
This may open up new collaborations as well.
[1] Gopalacharyulu et al., Bioinformatics 21, i177-i185
(2005).
[2] Alon et al., Color Coding, J. ACM 42 (1995) 844-856.
| Original language | English |
|---|---|
| Publication status | Published - 2008 |
| MoE publication type | Not Eligible |
| Event | ISB 2008 Students' Spring Meeting - Lammi Biological Station, Lammi, Finland Duration: 28 May 2008 → 29 May 2008 |
Conference
| Conference | ISB 2008 Students' Spring Meeting |
|---|---|
| Country/Territory | Finland |
| City | Lammi |
| Period | 28/05/08 → 29/05/08 |
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