Literature DB >> 23340812

Mathematical modelling of miRNA mediated BCR.ABL protein regulation in chronic myeloid leukaemia vis-a-vis therapeutic strategies.

Malkhey Verma1, Ehsan Ghayoor Karimiani, Richard J Byers, Samrina Rehman, Hans V Westerhoff, Philip J R Day.   

Abstract

Chronic myeloid leukaemia (CML) is a clonal myeloproliferative disease resulting from an aberrant BCR.ABL gene and protein. To predict BCR.ABL protein abundance and phosphorylation in individual cells in a population of CML cells, we modelled BCR.ABL protein regulation through associated miRNAs using a systems approach. The model rationalizes the level of BCR.ABL protein heterogeneity in CML cells in correlation with the heterogeneous BCR.ABL mRNA levels. We also measured BCR.ABL mRNA and BCR.ABLp phosphorylation in individual cells. The experimental data were consistent with the modelling results, thereby partly validating the model. Provided it is tested further, the model may be used to support effective therapeutic strategies including the combined application of a tyrosine kinase inhibitor and miRNAs targeting BCR.ABL. It appears able to predict different effects of the two types of drug on cells with different expression levels and consequently different effects on the generation of resistance.

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Year:  2013        PMID: 23340812     DOI: 10.1039/c3ib20230e

Source DB:  PubMed          Journal:  Integr Biol (Camb)        ISSN: 1757-9694            Impact factor:   2.192


  10 in total

1.  MicroRNA-130a regulates cell malignancy by targeting RECK in chronic myeloid leukemia.

Authors:  Quan Li; Yaohui Wu; Jian Zhang; Tienan Yi; Weiming Li
Journal:  Am J Transl Res       Date:  2016-02-15       Impact factor: 4.060

2.  miR-130a Deregulates PTEN and Stimulates Tumor Growth.

Authors:  Huijun Wei; Ri Cui; Julian Bahr; Nicola Zanesi; Zhenghua Luo; Wei Meng; Guang Liang; Carlo M Croce
Journal:  Cancer Res       Date:  2017-09-21       Impact factor: 12.701

Review 3.  Computational systems biology approaches to anti-angiogenic cancer therapeutics.

Authors:  Stacey D Finley; Liang-Hui Chu; Aleksander S Popel
Journal:  Drug Discov Today       Date:  2014-10-05       Impact factor: 7.851

4.  Functional studies of miR-130a on the inhibitory pathways of apoptosis in patients with chronic myeloid leukemia.

Authors:  X Zhu; H Zhao; Z Lin; G Zhang
Journal:  Cancer Gene Ther       Date:  2015-10-23       Impact factor: 5.987

Review 5.  Systems Medicine: The Application of Systems Biology Approaches for Modern Medical Research and Drug Development.

Authors:  Duncan Ayers; Philip J Day
Journal:  Mol Biol Int       Date:  2015-08-18

Review 6.  Systems biology as an emerging paradigm in transfusion medicine.

Authors:  James T Yurkovich; Aarash Bordbar; Ólafur E Sigurjónsson; Bernhard O Palsson
Journal:  BMC Syst Biol       Date:  2018-03-07

7.  Absence of FLT3 mutations in Iranian adult T-cell leukemia/lymphoma patients.

Authors:  Hossein Ayatollahi; Mohammadhadi Sadeghian; Mohammadmahdi Kooshyar; Abass Shirdel; Hossein Rahimi; Amirhossein Jafarian; Saeide Ghazaei; Narges Soltani; Fatemeh Shams; Neda Motamedi Rad; Sepideh Shakeri
Journal:  Med J Islam Repub Iran       Date:  2018-06-09

8.  MicroRNA-320a acts as a tumor suppressor by targeting BCR/ABL oncogene in chronic myeloid leukemia.

Authors:  Zhu Xishan; Lin Ziying; Du Jing; Liu Gang
Journal:  Sci Rep       Date:  2015-07-31       Impact factor: 4.379

9.  Understanding microRNA-mediated gene regulatory networks through mathematical modelling.

Authors:  Xin Lai; Olaf Wolkenhauer; Julio Vera
Journal:  Nucleic Acids Res       Date:  2016-06-17       Impact factor: 16.971

10.  Highly multiplexed single-cell quantitative PCR.

Authors:  Michael VanInsberghe; Hans Zahn; Adam K White; Oleh I Petriv; Carl L Hansen
Journal:  PLoS One       Date:  2018-01-29       Impact factor: 3.240

  10 in total

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