A network biology approach evaluating the anticancer effects of bortezomib identifies SPARC as a therapeutic target in adult T-cell leukemia cells

Junko H Ohyashiki1, Ryoko Hamamura2, Chiaki Kobayashi2, Yu Zhang2, Kazuma Ohyashiki21Intractable Immune System Disease Research Center, Tokyo Medical University, Tokyo, Japan; 2First Department of Internal Medicine, Tokyo Medical University, Tokyo, JapanAbstract: There is a need to identify the regu...

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Main Authors: Yu Zhang, Chiaki Kobayashi, Ryoko Hamamura, Junko H Ohyashiki, Kazuma Ohyashiki
Format: Article
Language:English
Published: Dove Medical Press 2008-10-01
Series:Advances and Applications in Bioinformatics and Chemistry
Online Access:http://www.dovepress.com/a-network-biology-approach-evaluating-the-anticancer-effects-of-bortez-a2511
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spelling doaj-b4dd266738e643fba83e6ab8bb0efaa32020-11-25T02:25:51ZengDove Medical PressAdvances and Applications in Bioinformatics and Chemistry1178-69492008-10-012008default8598A network biology approach evaluating the anticancer effects of bortezomib identifies SPARC as a therapeutic target in adult T-cell leukemia cellsYu ZhangChiaki KobayashiRyoko HamamuraJunko H OhyashikiKazuma OhyashikiJunko H Ohyashiki1, Ryoko Hamamura2, Chiaki Kobayashi2, Yu Zhang2, Kazuma Ohyashiki21Intractable Immune System Disease Research Center, Tokyo Medical University, Tokyo, Japan; 2First Department of Internal Medicine, Tokyo Medical University, Tokyo, JapanAbstract: There is a need to identify the regulatory gene interaction of anticancer drugs on target cancer cells. Whole genome expression profiling offers promise in this regard, but can be complicated by the challenge of identifying the genes affected by hundreds to thousands of genes that induce changes in expression. A proteasome inhibitor, bortezomib, could be a potential therapeutic agent in treating adult T-cell leukemia (ATL) patients, however, the underlying mechanism by which bortezomib induces cell death in ATL cells via gene regulatory network has not been fully elucidated. Here we show that a Bayesian statistical framework by VoyaGene® identified a secreted protein acidic and rich in cysteine (SPARC) gene, a tumor-invasiveness related gene, as a possible modulator of bortezomib-induced cell death in ATL cells. Functional analysis using RNAi experiments revealed that inhibition of the expression SPARC by siRNA enhanced the apoptotic effect of bortezomib on ATL cells in accordance with an increase of cleaved caspase 3. Targeting SPARC may help to treat ATL patients in combination with bortezomib. This work shows that a network biology approach can be used advantageously to identify the genetic interaction related to anticancer effects.Keywords: network biology, adult T cell leukemia, bortezomib, SPARC http://www.dovepress.com/a-network-biology-approach-evaluating-the-anticancer-effects-of-bortez-a2511
collection DOAJ
language English
format Article
sources DOAJ
author Yu Zhang
Chiaki Kobayashi
Ryoko Hamamura
Junko H Ohyashiki
Kazuma Ohyashiki
spellingShingle Yu Zhang
Chiaki Kobayashi
Ryoko Hamamura
Junko H Ohyashiki
Kazuma Ohyashiki
A network biology approach evaluating the anticancer effects of bortezomib identifies SPARC as a therapeutic target in adult T-cell leukemia cells
Advances and Applications in Bioinformatics and Chemistry
author_facet Yu Zhang
Chiaki Kobayashi
Ryoko Hamamura
Junko H Ohyashiki
Kazuma Ohyashiki
author_sort Yu Zhang
title A network biology approach evaluating the anticancer effects of bortezomib identifies SPARC as a therapeutic target in adult T-cell leukemia cells
title_short A network biology approach evaluating the anticancer effects of bortezomib identifies SPARC as a therapeutic target in adult T-cell leukemia cells
title_full A network biology approach evaluating the anticancer effects of bortezomib identifies SPARC as a therapeutic target in adult T-cell leukemia cells
title_fullStr A network biology approach evaluating the anticancer effects of bortezomib identifies SPARC as a therapeutic target in adult T-cell leukemia cells
title_full_unstemmed A network biology approach evaluating the anticancer effects of bortezomib identifies SPARC as a therapeutic target in adult T-cell leukemia cells
title_sort network biology approach evaluating the anticancer effects of bortezomib identifies sparc as a therapeutic target in adult t-cell leukemia cells
publisher Dove Medical Press
series Advances and Applications in Bioinformatics and Chemistry
issn 1178-6949
publishDate 2008-10-01
description Junko H Ohyashiki1, Ryoko Hamamura2, Chiaki Kobayashi2, Yu Zhang2, Kazuma Ohyashiki21Intractable Immune System Disease Research Center, Tokyo Medical University, Tokyo, Japan; 2First Department of Internal Medicine, Tokyo Medical University, Tokyo, JapanAbstract: There is a need to identify the regulatory gene interaction of anticancer drugs on target cancer cells. Whole genome expression profiling offers promise in this regard, but can be complicated by the challenge of identifying the genes affected by hundreds to thousands of genes that induce changes in expression. A proteasome inhibitor, bortezomib, could be a potential therapeutic agent in treating adult T-cell leukemia (ATL) patients, however, the underlying mechanism by which bortezomib induces cell death in ATL cells via gene regulatory network has not been fully elucidated. Here we show that a Bayesian statistical framework by VoyaGene® identified a secreted protein acidic and rich in cysteine (SPARC) gene, a tumor-invasiveness related gene, as a possible modulator of bortezomib-induced cell death in ATL cells. Functional analysis using RNAi experiments revealed that inhibition of the expression SPARC by siRNA enhanced the apoptotic effect of bortezomib on ATL cells in accordance with an increase of cleaved caspase 3. Targeting SPARC may help to treat ATL patients in combination with bortezomib. This work shows that a network biology approach can be used advantageously to identify the genetic interaction related to anticancer effects.Keywords: network biology, adult T cell leukemia, bortezomib, SPARC
url http://www.dovepress.com/a-network-biology-approach-evaluating-the-anticancer-effects-of-bortez-a2511
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