Literature DB >> 21904657

Network modeling of CDF treated pancreatic cancer cells reveals a novel c-myc-p73 dependent apoptotic mechanism.

Asfar S Azmi, Shadan Ali, Sanjeev Banerjee, Bin Bao, Mai N Maitah, Subhash Padhye, Philip A Philip, Ramzi M Mohammad, Fazlul H Sarkar.   

Abstract

Systems biology and molecular network modeling are important tools that are finding application in anti-cancer drug discovery. These technologies can be utilized to map and evaluate the entire set of pathways modulated by drugs in cancer cells without loosing key details. Such integrated approaches are especially useful in understanding the mechanism of action of agents that do not have a defined target. Our novel compound CDF (a synthetic analogue of curcumin), is one such multi-targeted agent with proven anti-cancer activity in vitro and in vivo. However, its mechanism of action is not fully understood, and thus a thorough analysis of key pathways targeted by CDF would be important for developing targeted and tailored therapy in the future. Applying Ingenuity Pathway Analysis (IPA), we have mapped the pathways altered by CDF treatment of BxPC-3 pancreatic cancer (PC) cells. Illumina HT-12 microar-rays were performed on RNA extracted from CDF treated cells. IPA analysis of gene expression at early time point (24 hrs) revealed deregulation of genes in the c-Myc hub. Western blot analysis validated the activation of c-Myc, p73 and its downstream pro-apoptotic effector Bax with simultaneous down-regulation of Bcl-2 in two distinct pancreatic cancer cell lines (BxPC-3 and Colo-357). In order to further delineate the role of c-Myc in inducing apoptosis, siRNA silencing technology was used. As expected, c-Myc siRNA knockdown resulted in abrogation of the growth inhibitory and apoptotic potential of CDF. In conclusion, our results demonstrate a novel c-Myc driven apoptotic network activated by CDF in PC cells that is independent of wild-type p53, and thus warrants further investigation on the clinical utility of CDF.

Entities:  

Keywords:  Apoptosis; Bax; Bcl-2; CDF; Curcumin; Network Modeling; Pancreatic Cancer; Systems Biology; c-Myc; p53; p73

Year:  2011        PMID: 21904657      PMCID: PMC3158739     

Source DB:  PubMed          Journal:  Am J Transl Res            Impact factor:   4.060


  35 in total

1.  Puma is an essential mediator of p53-dependent and -independent apoptotic pathways.

Authors:  John R Jeffers; Evan Parganas; Youngsoo Lee; Chunying Yang; JinLing Wang; Jennifer Brennan; Kirsteen H MacLean; Jiawen Han; Thomas Chittenden; James N Ihle; Peter J McKinnon; John L Cleveland; Gerard P Zambetti
Journal:  Cancer Cell       Date:  2003-10       Impact factor: 31.743

2.  Drug discovery: playing dirty.

Authors:  Simon Frantz
Journal:  Nature       Date:  2005-10-13       Impact factor: 49.962

3.  E2F1-specific induction of apoptosis and p53 accumulation, which is blocked by Mdm2.

Authors:  T F Kowalik; J DeGregori; G Leone; L Jakoi; J R Nevins
Journal:  Cell Growth Differ       Date:  1998-02

4.  Discovering Molecular Targets in Cancer with Multiscale Modeling.

Authors:  Zhihui Wang; Veronika Bordas; Thomas S Deisboeck
Journal:  Drug Dev Res       Date:  2011-02-01       Impact factor: 4.360

5.  Gemcitabine sensitivity can be induced in pancreatic cancer cells through modulation of miR-200 and miR-21 expression by curcumin or its analogue CDF.

Authors:  Shadan Ali; Aamir Ahmad; Sanjeev Banerjee; Subhash Padhye; Kristin Dominiak; Jacqueline M Schaffert; Zhiwei Wang; Philip A Philip; Fazlul H Sarkar
Journal:  Cancer Res       Date:  2010-04-13       Impact factor: 12.701

6.  Mutations in the coding region of c-myc occur frequently in acquired immunodeficiency syndrome-associated lymphomas.

Authors:  K Bhatia; G Spangler; G Gaidano; N Hamdy; R Dalla-Favera; I Magrath
Journal:  Blood       Date:  1994-08-01       Impact factor: 22.113

7.  Difluorinated-curcumin (CDF): a novel curcumin analog is a potent inhibitor of colon cancer stem-like cells.

Authors:  Shailender Singh Kanwar; Yingjie Yu; Jyoti Nautiyal; Bhaumik B Patel; Subhash Padhye; Fazlul H Sarkar; Adhip P N Majumdar
Journal:  Pharm Res       Date:  2010-12-14       Impact factor: 4.200

8.  Fluorocurcumins as cyclooxygenase-2 inhibitor: molecular docking, pharmacokinetics and tissue distribution in mice.

Authors:  Subhash Padhye; Sanjeev Banerjee; Deepak Chavan; Shubhangini Pandye; K Venkateswara Swamy; Shadan Ali; Jing Li; Q Ping Dou; Fazlul H Sarkar
Journal:  Pharm Res       Date:  2009-08-28       Impact factor: 4.200

Review 9.  Multi-target strategies for the improved treatment of depressive states: Conceptual foundations and neuronal substrates, drug discovery and therapeutic application.

Authors:  Mark J Millan
Journal:  Pharmacol Ther       Date:  2006-03-07       Impact factor: 12.310

Review 10.  p73: Friend or foe in tumorigenesis.

Authors:  Gerry Melino; Vincenzo De Laurenzi; Karen H Vousden
Journal:  Nat Rev Cancer       Date:  2002-08       Impact factor: 60.716

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  5 in total

Review 1.  A balancing act: orchestrating amino-truncated and full-length p73 variants as decisive factors in cancer progression.

Authors:  D Engelmann; C Meier; V Alla; B M Pützer
Journal:  Oncogene       Date:  2014-11-10       Impact factor: 9.867

2.  Systems and Network Pharmacology Approaches to Cancer Stem Cells Research and Therapy.

Authors:  Irfana Muqbil; Ginny W Bao; Rkya El-Kharraj; Minjel Shah; Ramzi M Mohammad; Fazlul H Sarkar; Asfar S Azmi
Journal:  J Stem Cell Res Ther       Date:  2012-12-16

Review 3.  The miRacle in Pancreatic Cancer by miRNAs: Tiny Angels or Devils in Disease Progression.

Authors:  Zuhair Hawa; Inamul Haque; Arnab Ghosh; Snigdha Banerjee; LaCoiya Harris; Sushanta K Banerjee
Journal:  Int J Mol Sci       Date:  2016-05-26       Impact factor: 5.923

4.  MicroRNA profiling of diagnostic needle aspirates from patients with pancreatic cancer.

Authors:  S Ali; H Saleh; S Sethi; F H Sarkar; P A Philip
Journal:  Br J Cancer       Date:  2012-08-28       Impact factor: 7.640

Review 5.  Clinical advances in molecular biomarkers for cancer diagnosis and therapy.

Authors:  Seema Sethi; Shadan Ali; Philip A Philip; Fazlul H Sarkar
Journal:  Int J Mol Sci       Date:  2013-07-16       Impact factor: 5.923

  5 in total

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