TY - JOUR
T1 - Anomalies in network bridges involved in bile acid metabolism predict outcomes of colorectal cancer patients
AU - Lee, Sunjae
AU - Lee, Ki Young
AU - Yoon, Seyeol
AU - Lee, Jae W.
AU - Lee, Doheon
N1 - Publisher Copyright:
© 2014 Lee et al.
PY - 2014/9/26
Y1 - 2014/9/26
N2 - Biomarkers prognostic for colorectal cancer (CRC) would be highly desirable in clinical practice. Proteins that regulate bile acid (BA) homeostasis, by linking metabolic sensors and metabolic enzymes, also called bridge proteins, may be reliable prognostic biomarkers for CRC. Based on a devised metric, "bridgeness," we identified bridge proteins involved in the regulation of BA homeostasis and identified their prognostic potentials. The expression patterns of these bridge proteins could distinguish between normal and diseased tissues, suggesting that these proteins are associated with CRC pathogenesis. Using a supervised classification system, we found that these bridge proteins were reproducibly prognostic, with high prognostic ability compared to other known markers.
AB - Biomarkers prognostic for colorectal cancer (CRC) would be highly desirable in clinical practice. Proteins that regulate bile acid (BA) homeostasis, by linking metabolic sensors and metabolic enzymes, also called bridge proteins, may be reliable prognostic biomarkers for CRC. Based on a devised metric, "bridgeness," we identified bridge proteins involved in the regulation of BA homeostasis and identified their prognostic potentials. The expression patterns of these bridge proteins could distinguish between normal and diseased tissues, suggesting that these proteins are associated with CRC pathogenesis. Using a supervised classification system, we found that these bridge proteins were reproducibly prognostic, with high prognostic ability compared to other known markers.
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U2 - 10.1371/journal.pone.0107925
DO - 10.1371/journal.pone.0107925
M3 - Article
C2 - 25259881
AN - SCOPUS:84907910726
SN - 1932-6203
VL - 9
JO - PLoS One
JF - PLoS One
IS - 9
M1 - e107925
ER -